{"question": "Here is a question from 20220301.pdf document : What is the impact of the sanctions on ordinary Russians, according to the document?", "gold_answers": ["The sanctions have led to a loss of the perks of modern life, a crash of the Russian financial system, and significant anxiety among the public, with symptoms like the ruble's value dropping and difficulties in international travel."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220301.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : What was the total provision for PMI's income taxes in 2020?", "gold_answers": ["The total provision for income taxes in 2020 was $2,377 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221205.pdf document : What city is the Volkswagen plant that Valery Volodin works at located in?", "gold_answers": ["Kaluga."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221205.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many stores did Lovisa Holdings Limited own in Australia in the fiscal year 2020?", "gold_answers": ["Lovisa Holdings Limited owned 152 stores in Australia in the fiscal year 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_CA_03NOV2023_PUBLIC.pdf document : What does the CA acronym stand for in the context of the document?", "gold_answers": ["The CA acronym stands for Consular Affairs."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_CA_03NOV2023_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_UNH_2020.pdf document : Did cash provided by operating activities increase from 2019 to 2020?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_UNH_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : What is the total number of leased properties across the non-U.S. Manufacturing segment?", "gold_answers": ["The total number of leased properties across the non-U.S. Manufacturing segment is 552."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555932.pdf document : Is it mandatory for individuals to register their activities if they are arranging or carrying out political influence activities in the UK under the direction of a foreign power?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555932.pdf"], "video": null, "audio": null}
{"question": "Here is a question from Country_Reports_on_Terrorism_2020.pdf document : Which Lebanese law enforcement organization worked with external forces to enhance their counterterrorism capabilities?", "gold_answers": ["Internal Security Forces (ISF)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/Country_Reports_on_Terrorism_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HSBC_2020.pdf document : What is the percentage of female representation on the Holdings Board?", "gold_answers": ["The percentage of female representation on the Holdings Board is 36%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HSBC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1187.pdf document : What effect did imitation learning have on the SL model before applying reinforcement learning?", "gold_answers": ["pplying imitation learning on the supervised training model efficiently improved the task success rate."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1187.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_AMGN_2020.pdf document : What was the total revenue in the United States for the year ended 2020?", "gold_answers": ["The total revenue in the United States for the year ended December 31, 2020, was $18,496 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_AMGN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 21-00620-INLSR-Vol2_Report-FINAL.pdf document : What sectors did the 2018 National Risk Assessment (NRA) characterize as medium/high risk for money laundering?", "gold_answers": ["Trust and company service providers, lawyers, and accounting firms."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/21-00620-INLSR-Vol2_Report-FINAL.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : What is the total Facility Net Capacity for all energy sources listed in the company's report?", "gold_answers": ["The total Facility Net Capacity for all energy sources listed is 40,932 MW."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : What is the average length of questions measured in tokens in COMMONSENSEQA according to Table 1?", "gold_answers": ["The average question length is 13.41 tokens."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_GCJ_Public.pdf document : Does the GCJ (Global Criminal Justice) advise the Department and interagency on the use of transitional justice tools?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_GCJ_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_ACN_2020.pdf document : Has the company set a goal to achieve net-zero emissions by 2025?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_ACN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.emnlp-main.213.pdf document : Which metric showed the highest correlation with human judgments for the en-cs language pair according to Table 1?", "gold_answers": ["The COMET-RANK metric showed the highest correlation with human judgments for the en-cs language pair with a score of 0.603."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.emnlp-main.213.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555933.pdf document : What is the official effective date of the Internet Information Service Algorithmic Recommendation Management Provisions?", "gold_answers": ["March 1, 2022."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555933.pdf"], "video": null, "audio": null}
{"question": "Here is a question from Country_Reports_2021_Complete_MASTER.no_maps-011323-Accessible.pdf document : Who is the former leader of Jemaah Islamiya that was released from prison in January 2021?", "gold_answers": ["Abu Bakar Bashir."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/Country_Reports_2021_Complete_MASTER.no_maps-011323-Accessible.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1182.pdf document : According to Figure 3, what is the sequence followed to generate the final labels for Named Entity Recognition?", "gold_answers": ["The sequence is Characters -> Char Embedding -> Char LSTM-B/F -> Word Features -> Word Representation -> Word LSTM-F/B -> Word CRF -> Label."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1182.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W18-5713.pdf document : What is the reported issue with sequence generation models in dialogue tasks?", "gold_answers": ["They tend to produce short, generic sentences containing frequent words."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W18-5713.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TM_2021.pdf document : How does the evolution of battery control models contribute to the development of Toyota's next-generation BEVs?", "gold_answers": ["The evolution of battery control models contributes by ensuring fuller use of battery capacity with a focus on safety, security, and long service life."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : Compute the average Recall improvement of GCAN across both Twitter15 and Twitter16 datasets.", "gold_answers": ["The average Recall improvement of GCAN is (20.8% + 15.9%) / 2 = 18.35%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : What was the total remuneration for Non-Executive Directors in 2020?", "gold_answers": ["The total remuneration for Non-Executive Directors in 2020 was $453,333."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_PM_29NOV2023_Public.pdf document : What strategies will the Bureau use to help partners better counter non-state threats?", "gold_answers": ["rms transfers and security assistance, including institutional capacity building."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_PM_29NOV2023_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : What is the combined total of entity categories in the ACE04 and ACE05 datasets?", "gold_answers": ["The combined total of entity categories in the ACE04 and ACE05 datasets is 14."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555911.pdf document : What significant legislative amendment did Estonia adopt in 2016 in response to human rights violations in foreign countries?", "gold_answers": ["Estonia adopted amendments to the national Obligation to Leave and Prohibition on Entry Act."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555911.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_S_GAC_Public.pdf document : Will PEPFAR increase its funding and support for community-led monitoring?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_S_GAC_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_ACN_2020.pdf document : What was the percentage increase in total revenues of the company from fiscal 2019 to fiscal 2020?", "gold_answers": ["The total revenues increased by 3% from fiscal 2019 to fiscal 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_ACN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_TSLA_2020.pdf document : What's the percentage increase in gross profit of the company from 2017 to 2020?", "gold_answers": ["The gross profit in 2017 was $2,223 million, and in 2020 it was $6,630 million. The percentage increase is calculated as ((6,630 - 2,223) / 2,223) * 100%, which is approximately 198.2%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_TSLA_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many Lovisa stores were there in Australia in 2020?", "gold_answers": ["There were 152 Lovisa stores in Australia in 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220719.pdf document : What were the federal officials internal opinions concerning Putin's interest in negotiations?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220719.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230424.pdf document : Did Bed Bath & Beyond file for bankruptcy?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230424.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1182.pdf document : What is the purpose of the bidirectional LSTM layers (Char LSTM-B and Char LSTM-F) in the neural network in Figure 2?", "gold_answers": ["The purpose of the bidirectional LSTM layers is to process the character sequence in both forward and backward directions to capture context from both sides, which is essential for accurate character-level predictions in NER."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1182.pdf"], "video": null, "audio": null}
{"question": "Here is a question from LSE_BHP_2021.pdf document : Did BHP pay dividends to its shareholders in FY2021?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/LSE_BHP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231011.pdf document : Which village near Gaza was visited by journalists from The New York Times?", "gold_answers": ["Kfar Azza."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231011.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_MCD_2020.pdf document : How many company-operated restaurants were there in the U.S. at the end of 2018?", "gold_answers": ["There were 685 company-operated restaurants in the U.S. at the end of 2018."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_MCD_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_OFM_10JAN2022_PUBLIC.pdf document : What are the names of authors that wrote this document?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_OFM_10JAN2022_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220430.pdf document : Have some governments imposed export restrictions on food and fertilizers amid shortages and rising prices?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220430.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : What is the difference between the total number of owned and franchise stores of the company in the fiscal year 2019?", "gold_answers": ["The difference between the total number of owned and franchise stores in the fiscal year 2019 is 318 (354 owned stores - 36 franchise stores)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1598.pdf document : What is the top-1 accuracy of the Oracle KGLM on birthdate prediction?", "gold_answers": ["The top-1 accuracy of the Oracle KGLM on birthdate prediction is 65%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1598.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What was the total number of full-time employees in 2020 for the company?", "gold_answers": ["The total number of full-time employees in 2020 was 44,723."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D19-1539.pdf document : How does the CNN Base model's performance on the SST-2 task compare to the OpenAI GPT?", "gold_answers": ["The CNN Base model has an SST-2 score of 93.6, which is higher than OpenAI GPT's score of 91.3."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D19-1539.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_ACN_2020.pdf document : By how much did the net assets of the Europe market increase from fiscal 2018 to fiscal 2020?", "gold_answers": ["The net assets of the Europe market increased by $677,933 from fiscal 2018 to fiscal 2020 ($1,079,904 in 2020 minus $1,402,971 in 2018)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_ACN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TM_2021.pdf document : What is the percentage of women hired globally by Toyota Motor Corporation?", "gold_answers": ["28.7%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CRM_2020.pdf document : What is the company's revenue in Russia?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CRM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220729.pdf document : Is the article about the \"Factory for Weight-Loss Surgery\" critical of Bellevue Hospital's practices?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220729.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1416.pdf document : What F1 score did the single-paragraph BERT model achieve in the distractor setting on HOTPOTQA?", "gold_answers": ["67.08."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220430.pdf document : Is the European Union expected to approve an embargo on Russian oil?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220430.pdf"], "video": null, "audio": null}
{"question": "Here is a question from LSE_BHP_2021.pdf document : What might be a potential focus area for improving worker health and safety in future years, and why?", "gold_answers": ["A potential focus area for improving worker health and safety might be the prevention and management of musculoskeletal illnesses, as these have consistently shown to be the predominant type of occupational illness over the years."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/LSE_BHP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1034.pdf document : What is the highest NER F1 score reported for Spanish using the models presented?", "gold_answers": ["The highest NER F1 score reported for Spanish is 86.26 ± 0.40."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1034.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230125.pdf document : How many hypersonic missiles, known as Kinzhals, did Russia fire in its latest barrage?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230125.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1117.pdf document : What is the main content of section 4.2?", "gold_answers": ["The document does not contain section 4.2."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1117.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231013.pdf document : How many people did Representative Steve Scalise need to be elected on the House floor?", "gold_answers": ["217 votes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555935.pdf document : What is a consideration for modernization of LPOEs mentioned for Canada?", "gold_answers": ["Improving travelers’ border crossing experience."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555935.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687416.pdf document : Does Article 12 of the Press Law in Turkey offer absolute protection against the compelled disclosure of news sources?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221013.pdf document : Has the state taken action against a Hasidic school before this incident?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1240.pdf document : Based on Table 3, how did removing relation types affect the unmasked performance compared to the full (single) model?", "gold_answers": ["Removing relation types decreased the unmasked performance to 62.7 compared to 65.1 of the full (single) model, resulting in a 2.4 point decrease."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1240.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.423.pdf document : Does SenseBERT employ a whole-word-masking strategy for out-of-vocabulary words?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.423.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555906.pdf document : Is it possible for someone to be granted a subclass 202 (Global Special Humanitarian visa) if they are in Australia?", "gold_answers": ["No, applicants must be outside Australia and their home country."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555906.pdf"], "video": null, "audio": null}
{"question": "Here is a question from siemens-healthineers_2021.pdf document : What was the company's net income for the fiscal year 2021?", "gold_answers": ["The net income for the fiscal year 2021 was 1,746 million euros."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/siemens-healthineers_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : What percentage of questions analyzed begin with a WH word according to Figure 4?", "gold_answers": ["44% of the questions begin with a WH word."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1470.pdf document : What decoding method resulted in the highest average quality percentage for generating knowledge tuples according to Table 3?", "gold_answers": ["The greedy decoding method resulted in the highest average quality percentage for generating knowledge tuples with an average of 77.53%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1470.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221015.pdf document : Did the United States label China as a national security threat?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221015.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021699566.pdf document : Does German law specifically address expenses for repatriation of remains of foreign nationals who die in immigration custody?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021699566.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : Does the model use both word-level and character-level bi-directional LSTMs?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_SHLX_2020.pdf document : What method does SHELL MIDSTREAM PARTNERS, L.P. use to depreciate property, plant, and equipment?", "gold_answers": ["Straight-line method."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_SHLX_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What was the total research and development costs for Novo Nordisk in 2020?", "gold_answers": ["The total research and development costs for Novo Nordisk in 2020 were 15,462 DKK million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231013.pdf document : Did Steve Scalise withdraw from the race for the speakership?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_S_GWI_Public.pdf document : What essential factors must be considered for S/GWI to foster regular outreach and coordination according to Bureau Objective 4.3?", "gold_answers": ["S/GWI must consider political will, competing priorities, staff capacity, and interest/willingness from partner bureaus to foster regular outreach and coordination effectively."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_S_GWI_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_MS_2020.pdf document : What is the role of the Chief Legal Officer in the risk governance structure of the company?", "gold_answers": ["The Chief Legal Officer is part of the Firm Risk Committee."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_MS_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220222.pdf document : Has President Biden issued sanctions related to the situation in Ukraine?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220222.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_TSLA_2020.pdf document : What was the total revenue of Tesla for the year 2020?", "gold_answers": ["The total revenue for the year ended December 31, 2020, was $31,536 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_TSLA_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_CMCSA_2021.pdf document : What was the total number of Comcast’s common stock shares repurchased during 2021?", "gold_answers": ["The total number of shares repurchased during 2021 was 73,210,382 shares."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_CMCSA_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CRM_2020.pdf document : Has Salesforce provided any solutions free of charge during the COVID-19 crisis?", "gold_answers": ["Yes, Salesforce provided their Salesforce Care rapid response solutions free for 90 days."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CRM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_SHLX_2020.pdf document : What is Shawn J. Carsten's position at Shell Midstream Partners, L.P.?", "gold_answers": ["Vice President and Chief Financial Officer of Shell Midstream Partners GP LLC, the general partner of Shell Midstream Partners, L.P."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_SHLX_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : What was the dividend income of the company for the year 2021?", "gold_answers": ["The dividend income for the year 2021 was $5,060 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555922.pdf document : How many countries have signed bilateral investment treaties (BITs) with Iran?", "gold_answers": ["70 countries."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555922.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555935.pdf document : What was the main objective of the Kolarctic CBC programme that funded the Raja-Jooseppi LPOE project?", "gold_answers": ["The main objective of the Kolarctic CBC programme was to promote the attractiveness of the region."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555935.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230810.pdf document : What executive order did President Biden sign related to China?", "gold_answers": ["n executive order banning new American investment in key technology industries that could be used to enhance Beijing's military capabilities."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230810.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230211.pdf document : Did the Pentagon shoot down an unidentified object over Alaska?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230211.pdf"], "video": null, "audio": null}
{"question": "Here is a question from International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf document : How much did the seizures of precursor chemicals increase in Kazakhstan from 2019 to the first nine months of 2020?", "gold_answers": ["The seizures of precursor chemicals increased by 1.2 metric tons (MT), from 1.5 MT in 2019 to 2.7 MT during the same period."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20240106.pdf document : What office is Mike Johnston holding as one of the Democratic politicians concerned about immigration pressure?", "gold_answers": ["Mayor of Denver."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20240106.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1034.pdf document : Why does the model not perform as well on German compared to Spanish and Dutch?", "gold_answers": ["The model does not perform as well on German because German has rich morphology and features many compound words, making word embeddings less reliable. Additionally, issues with embedding space alignment in cross-lingual settings could lead to lower quality bilingual word embedding-based translation in German."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1034.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20240106.pdf document : Who is the lead author of the paper on baby galaxies observed by the James Webb Space Telescope?", "gold_answers": ["Viraj Pandya."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20240106.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555919.pdf document : How many hours of flying experience with the type of AV for which the license is requested must an applicant have to apply for an AV license in Israel?", "gold_answers": ["250 hours."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555919.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Does the performance of RoBERTa-Large outperform that of Multilingual-BERT on the cross-lingual transfer task (XLT)?", "gold_answers": ["The paper does not include the performance of RoBERTa-Large."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_S_ES_Public.pdf document : What are the primary concerns addressed by Bureau Objective 1.3?", "gold_answers": ["Bureau Objective 1.3 focuses on modernizing and improving crisis management preparedness, mitigation, response, and resilience capabilities to address dynamic threats faced by the Department and its overseas posts."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_S_ES_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : Which fine-tuning strategy resulted in the highest Joint goal accuracy for the \"Hotel\" domain after domain expansion?", "gold_answers": ["The GEM fine-tuning strategy resulted in the highest Joint goal accuracy for the \"Hotel\" domain with a score of 19.73%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_IBM_2020.pdf document : What was the total consolidated revenue of the company by the end of 2020?", "gold_answers": ["The total consolidated revenue for the year ended December 31, 2020, was $73,620 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_IBM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_CSO_Public.pdf document : Is the enhancement of CSO's competitiveness tied to the recruitment of a diverse workforce?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_CSO_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555922.pdf document : What is the capital gains tax rate for individuals who are in a higher income tax bracket?", "gold_answers": ["The capital gains tax rate for individuals in a higher rate income tax bracket or above is 20%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555922.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BAC_2020.pdf document : Which business segment contributed the most to the revenue in FY2020?", "gold_answers": ["The Consumer business segment contributed the most to the revenue in FY2020, with $33.3 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BAC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220406.pdf document : Where is the Nord Stream 1 gas pipeline located?", "gold_answers": ["In Lubmin, Germany."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220406.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : What was the total revenue for the Company in the United States in 2022?", "gold_answers": ["The total revenue for the Company in the United States in 2022 was $165,294."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_DHR_2020.pdf document : What was the underlying cause of the net discrete tax gains in 2020?", "gold_answers": ["The net discrete tax gains in 2020 were primarily related to the release of reserves for uncertain tax positions from audit settlements and expiration of statutes of limitation and excess tax benefits from stock-based compensation."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_DHR_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1360.pdf document : Which model achieved the highest F1 score in span identification?", "gold_answers": ["The SciIE model achieved the highest F1 score in span identification with a score of 58.6."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1360.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021666100.pdf document : What is the tax abatement percentage that professional cryptocurrency traders with total revenues not over 170,000 euros may claim?", "gold_answers": ["71%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021666100.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BAC_2020.pdf document : Did the KBW Bank Sector Index ever surpass the S&P 500 in terms of total cumulative shareholder return during the years 2015 to 2020?", "gold_answers": ["Yes, the KBW Bank Sector Index surpassed the S&P 500 in cumulative return during 2016 and 2017."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BAC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : Which location has the largest site for the company in square meters, and what is its size?", "gold_answers": ["The largest site is in Basel, Switzerland - St. Johann, with a size of 589,000 square meters."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230807.pdf document : Who stopped the gunman at the Club Q shooting in Colorado Springs?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230807.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555917.pdf document : Does Bulgaria require a three-fourths majority for constitutional amendments?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555917.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555902.pdf document : What is the percentage of cases in which the Israeli High Court intervenes in ministerial decisions based on the IDI study?", "gold_answers": ["About 10%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555902.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666109.pdf document : Did the D.C. Circuit Court find that generation shifting can be considered a system of emission reduction under section 111?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666109.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220311.pdf document : Did the United States women's soccer team get eliminated from the World Cup by a close decision involving technology?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220311.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-2072.pdf document : What is the name of the language model used for contextual augmentation in this paper?", "gold_answers": ["bi-directional RNN language model."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-2072.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221130.pdf document : What verdict did the jury find for the Oath Keepers leader, Stewart Rhodes?", "gold_answers": ["The jury found Stewart Rhodes guilty of seditious conspiracy."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221130.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Calculate the average F1 score across all context languages when the question language is German (de).", "gold_answers": ["56.43"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : Which dataset in Table 3 has the largest number of documents (Docs)?", "gold_answers": ["The GENIA dataset has the largest number of documents, totaling 1999 documents."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019670779.pdf document : What is the significance of the Basic Laws, such as Basic Law: Human Dignity and Liberty, in the context of Israel's constitutional system?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019670779.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_AXP_2021.pdf document : What was the total increase in expenses of the company from 2020 to 2021?", "gold_answers": ["The total increase in expenses from 2020 to 2021 was $6,049 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_AXP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230928.pdf document : Is Gov. Murphy a member of the Democratic Party?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230928.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220412.pdf document : What is the name of the law firm mentioned that is allowing its staff to live anywhere in the country?", "gold_answers": ["Quinn Emanuel Urquhart & Sullivan."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220817.pdf document : Has Austria's chancellor visited President Vladimir V. Putin since the Ukraine invasion?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220817.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : How many more parallel sentences are there in English/German than in English/Spanish according to Table 1?", "gold_answers": ["There are 5.4M - 1.1M = 4.3M more parallel sentences in English/German than in English/Spanish."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555923.pdf document : Does the regulation of lobbying in France contain any explicit references to China?", "gold_answers": ["No, no explicit references to China were found in the discussions surrounding the regulation of lobbying in France."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555923.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many ordinary shares in the company does B Blundy hold?", "gold_answers": ["B Blundy holds 43,207,500 ordinary shares in the company."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : What is the GHG emissions intensity for Nickel West, Australia, for 2021?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220630.pdf document : Did a clinic in Brazil report Xaiana for admitting to terminating a pregnancy?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220630.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220430.pdf document : Are Republican candidates for Rob Portman's seat in Ohio being accused of being disloyal to Donald Trump?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220430.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-2084.pdf document : What is the total number of sentences in the training sets for Romance languages as given in Table 1?", "gold_answers": ["The total number of sentences in the training sets for Romance languages GL → EN and PT → EN is 10,017 + 51,785 = 61,802 sentences."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-2084.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220222.pdf document : Were the sanctions imposed by President Biden broad or targeted?", "gold_answers": ["Targeted."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220222.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1360.pdf document : What is the performance score for Entity Recognition when multitasked with Coreference Resolution?", "gold_answers": ["67.5"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1360.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_S_ES_Public.pdf document : How does the Bureau plan to mitigate the risk of not seeking diversity?", "gold_answers": ["The Bureau plans to mitigate the risk of not seeking diversity by identifying, designing, and promoting continuous professional development within the bureau."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_S_ES_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220320.pdf document : Has there been a clash between local police and state troopers in Austin, Texas?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220320.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FY-2021-Agency-Financial-Report-508.pdf document : What solution is the Department implementing to replace legacy payroll systems?", "gold_answers": ["single, COTS-based solution."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FY-2021-Agency-Financial-Report-508.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : What was the income revenues for the company in Macau?", "gold_answers": ["The report does not mention Macau."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_AJY_2020.pdf document : Did the company's net income increase or decrease in 2022 compared to 2021?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_AJY_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : What was the gross margin percentage for the year 2020?", "gold_answers": ["The gross margin percentage for the year 2020 was 11.20%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021699566.pdf document : How long can a witness be imprisoned for making false statements in their testimony?", "gold_answers": ["Three months to 10 years."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021699566.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : What is the highest accuracy achieved by GCAN with just 10 retweeters according to Figure 2?", "gold_answers": ["The highest accuracy achieved by GCAN with just 10 retweeters is approximately 90% according to Figure 2."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1182.pdf document : In Figure 4, what is the function of the components marked as 'Word LSTM-B' and 'Word LSTM-F'?", "gold_answers": ["'Word LSTM-B' represents the backward Long Short-Term Memory layer, and 'Word LSTM-F' represents the forward LSTM layer. These layers are responsible for learning sequential dependencies between words from backward and forward directions, respectively."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1182.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1416.pdf document : By how much does the F1 score improve when the gold paragraph is added to the open-domain setting with 500 paragraphs?", "gold_answers": ["The F1 score improves by 14.00 when the gold paragraph is added."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231014.pdf document : What was the proposed evacuation in northern Gaza Strip described as by a U.N. spokesman?", "gold_answers": ["Unworkable or unlawful."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231014.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HDB_2021.pdf document : How many total full-time employees does the company have?", "gold_answers": ["The company has 1,20,093 full-time employees."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HDB_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1355.pdf document : What is the range of cloud compute costs for training the GPT-2 model according to Table 3?", "gold_answers": ["The range of cloud compute costs for training the GPT-2 model is $12,902 to $43,008."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1355.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555935.pdf document : Was the Parikkala LPOE improving project funded by the European Neighbourhood Instrument?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555935.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1287.pdf document : How does the model generate the panorama IP that is used for goal prediction?", "gold_answers": ["The panorama IP is generated through deterministic exploration by rotating 360° to observe the environment at the beginning of the execution."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1287.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555924.pdf document : When was the document publicly released?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555924.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CAT_2021.pdf document : What is the average annual total sales and revenues for Asia/Pacific from the years 2019 to 2021?", "gold_answers": ["The average annual total sales and revenues for Asia/Pacific from 2019 to 2021 was $10,537.33 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CAT_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-laed-2_24-cv-00393-0.pdf document : Who is the presiding Chief Judge at the United States District Court scheduled to conduct the hearing on March 8, 2024?", "gold_answers": ["Nannette Jolivette Brown."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-laed-2_24-cv-00393-0.pdf"], "video": null, "audio": null}
{"question": "Here is a question from JRS-SCA-ASIA_7FEB2022_PUBLIC.pdf document : Is the C5+1 platform inclusive of objectives for democracy, human rights, and governance?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/JRS-SCA-ASIA_7FEB2022_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021666100.pdf document : Is the government of Jersey applying GST to cryptocurrency block rewards?", "gold_answers": ["No, the government of Jersey does not apply GST to cryptocurrency block rewards."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021666100.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : How many employees were there in the company in 2023?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from inditex_2021.pdf document : How many non-executive directors should the Audit and Compliance Committee comprise according to Inditex's regulations?", "gold_answers": ["minimum of 3 and a maximum of 7 non-executive directors."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/inditex_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TM_2021.pdf document : How many members listed have a board service length of 3 years, and what are their names?", "gold_answers": ["Three members have a board service length of 3 years: Koji Kobayashi, Ikuro Sugawara, and Sir Philip Craven."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.starsem-1.17.pdf document : What is the main content of Section 4.5?", "gold_answers": ["The paper does not have Section 4.5."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.starsem-1.17.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220320.pdf document : Which publication is Maureen Dowd associated with?", "gold_answers": ["SUNDAY REVIEW."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220320.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_PM_29NOV2023_Public.pdf document : Is there a concern about the loss of institutional knowledge due to employee retention issues?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_PM_29NOV2023_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_AXP_2021.pdf document : What is the largest customer segment for the company in FY 2021?", "gold_answers": ["The largest customer segment shown is the Global Consumer segment at 50%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_AXP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-laed-2_23-cv-06661-0.pdf document : What types of payments will the employee receive upon separation from McDonald's?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-laed-2_23-cv-06661-0.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_OES_28APR2023_PUBLIC.pdf document : What is the goal that the Bureau Objective 1.1 supports regarding global conservation?", "gold_answers": ["The goal is to conserve at least 30 percent of land and waters and 30 percent of the global ocean by 2030."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_OES_28APR2023_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from DOS-FY2023-Agency-Financial-Report-508.pdf document : What is the purpose of the facility in Portsmouth, NH?", "gold_answers": ["The facility in Portsmouth, NH serves as the National Passport Center and the National Visa Center."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/DOS-FY2023-Agency-Financial-Report-508.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_CA_03NOV2023_PUBLIC.pdf document : What are the two main risks mentioned for the Management Objective Risk Consideration 1.6?", "gold_answers": ["Delays in the adoption of new technologies and significant changes in Congressional policy/laws impacting CA operations."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_CA_03NOV2023_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What are the four distinct focus areas of Novo Nordisk's corporate strategy?", "gold_answers": ["Diabetes care, Obesity care, Biopharm, and establishing a presence in other serious chronic diseases like NASH, cardiovascular disease, and Alzheimer’s disease."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Based on the trends observed in Figure 3, which language seems to handle \"Where\" questions almost as well as the overall performance?", "gold_answers": ["rabic seems to handle \"Where\" questions almost as well as the overall performance, with a +2.6 change in the F1 score."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220817.pdf document : Is there a DJ involved in the cleanup events organized by the Kyiv group?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220817.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.45.pdf document : What performance boost did BERT+DSC achieve for the MRPC?", "gold_answers": ["BERT+DSC achieved a performance boost of +0.92 for the MRPC."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.45.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : What is the purpose of the sentence-level BiLSTM in the DYGIE model?", "gold_answers": ["The purpose of the sentence-level BiLSTM in the DYGIE model is to create token representations from the input document."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HSBC_2020.pdf document : What is the company's total reported revenue for Europe and MENA combined in 2020?", "gold_answers": ["The total reported revenue for Europe and MENA combined in 2020 is $21,447 million ($18,419 million from Europe and $2,628 million from MENA)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HSBC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What is the percentage increase in total employee costs of the company for the year from 2018 to 2020?", "gold_answers": ["The percentage increase in total employee costs for the year from 2018 to 2020 is approximately 6.61%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_AJY_2020.pdf document : Who is currently performing the functions of a chair in the company?", "gold_answers": ["ONG Yih Ching is currently performing the functions of a chair in an acting capacity."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_AJY_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from JRS-NEA-ME_JRS_FINAL_Formatted_Public-Version-1.pdf document : When was the document revised?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/JRS-NEA-ME_JRS_FINAL_Formatted_Public-Version-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_AXP_2021.pdf document : On which page does the report provide an image of the company's executive officer?", "gold_answers": ["The paper does not provide such an image."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_AXP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : What are the techniques that contribute to the performance improvements of DYGIE on the SciERC dataset?", "gold_answers": ["The performance improvements of DYGIE on the SciERC dataset are credited to coreference and relation propagation, which help to construct rich contextualized representations."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1240.pdf document : What is the unmasked score of the full (single) model as per Table 3?", "gold_answers": ["The unmasked score of the full (single) model is 65.1."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1240.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230424.pdf document : How many Ukrainians had arrived in the United States by mid-April under various programs?", "gold_answers": ["Some 300,000 Ukrainians."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230424.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20240106.pdf document : What health conditions are treated by the medicines that Florida is planning to import?", "gold_answers": ["H.I.V., AIDS, diabetes, hepatitis C, and psychiatric conditions."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20240106.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666109.pdf document : How does the Paris Agreement aim to address climate change?", "gold_answers": ["The Paris Agreement aims to address climate change by committing its signatories to participate in the global response to limit the global average temperature increase to well below 2°C above pre-industrial levels and endeavor to limit the increase to 1.5°C."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666109.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : Which entity category saw the greatest positive difference in its confusion matrix count after adding CorefProp?", "gold_answers": ["The geopolitical entity (GPE) category saw the greatest positive difference in its confusion matrix count with an increase of 31."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from inditex_2021.pdf document : What was the company's gross profit for the year 2021?", "gold_answers": ["The gross profit for the year 2021 was 15,814 million euros."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/inditex_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-laed-2_23-cv-06661-0.pdf document : What are the grounds for the removal of Chicken Mart's case to the United States District Court?", "gold_answers": ["The grounds for removal of the case to the United States District Court are based on federal jurisdiction pursuant to 28 U.S.C. § 1331."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-laed-2_23-cv-06661-0.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1182.pdf document : What is the brief summary of page 20?", "gold_answers": ["The paper does not contain page 20."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1182.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555902.pdf document : What may the Amendment Law regarding the Homesh settlement potentially impact?", "gold_answers": ["The petition to evacuate the outpost in Homesh."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555902.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1360.pdf document : Which model has the highest F1 score for entity recognition on the Test set?", "gold_answers": ["The model named SCIIE has the highest F1 score for entity recognition on the Test set, with a score of 64.2."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1360.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Does XLM outperform M-BERT in Vietnamese and Chinese for the XLT task?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : According to Figure 4, is it more common for questions to start with \"why\" or \"where,\" and by what percentage are they different?", "gold_answers": ["It is more common for questions to start with \"what\" at 21% than with \"where\" at 18%, indicating a 3% difference."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CAT_2021.pdf document : Which segment has the highest number of manufacturing facilities located in Texas, USA?", "gold_answers": ["The Energy & Transportation segment has the highest number of manufacturing facilities located in Texas, with a total of 8 facilities."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CAT_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1187.pdf document : Is politeness considered as a strategy that may predict the future trajectory of online conversations?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1187.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-2084.pdf document : What is the main content of page 10?", "gold_answers": ["The document does not have page 10."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-2084.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-laed-2_23-cv-02060-0.pdf document : Are surplus lines insurers subject to approval by the Department of Insurance according to Louisiana law?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-laed-2_23-cv-02060-0.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1009.pdf document : What input format does the BERT model use for sentiment analysis?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1009.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221205.pdf document : Has the morality police been abolished in Iran?", "gold_answers": ["Unclear."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221205.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555934.pdf document : What must a claimant serve if they intend to allege malice in a defamation case where the defendant relies on the defense of Qualified Privilege?", "gold_answers": ["claimant must serve a reply giving particulars."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555934.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1187.pdf document : How does the system generate a response to the user's request?", "gold_answers": ["The system uses a Natural Language Generator (NLG) to produce the final natural language response, which is based on the dialogue action issued by the Policy Network and takes into account the user goal tracking results and the encoded query results."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1187.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1033.pdf document : How many users from the dataset were not included in the training set?", "gold_answers": ["There were 2,062 users from the dataset not included in the training set."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1033.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230616.pdf document : Who wrote the Supreme Court article about the adoption law ruling in favor of tribes?", "gold_answers": ["bbie Vansickle."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230616.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1459.pdf document : What function is used to determine a probability distribution over the two warrants in the proposed architecture?", "gold_answers": ["softmax function is used to determine a probability distribution over the two warrants."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1459.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_ECA_10JAN2022_PUBLIC.pdf document : Is bridging skills gaps in STEM and IT fields a part of ECA's endeavors?", "gold_answers": ["The ECA endeavors to bridge current skills gaps in STEM and IT fields to help workers find jobs."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_ECA_10JAN2022_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.423.pdf document : According to Figure 3(b), how does SenseBERT abstract the role of \"bass\" in the sentence \"Dan cooked a bass on the grill\"?", "gold_answers": ["In the sentence \"Dan cooked a bass on the grill\", SenseBERT abstracts \"bass\" as `noun.food`."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.423.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019713412.pdf document : What is the role of the judge in CCR sessions?", "gold_answers": ["The judge's role in CCR sessions is facilitative but not evaluative."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019713412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-4013.pdf document : Which model has the highest F1-value for Named Entity Recognition (NER) according to Table 1?", "gold_answers": ["The model \"CCNN+WLSTM+CRF\" has the highest F1-value for Named Entity Recognition (NER), with a value of 91.35."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-4013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1009.pdf document : What is the MRR score of AttentiveNER on the Test set?", "gold_answers": ["The MRR score of AttentiveNER on the Test set is 0.223."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1009.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D19-1539.pdf document : What training data were used for the models in this study?", "gold_answers": ["Common Crawl paragraphs of arbitrary length."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D19-1539.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_AMGN_2020.pdf document : By how much did the company's net income change from the year 2018 to 2020?", "gold_answers": ["The net income decreased by $1,178 million from 2018 to 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_AMGN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_TCS_2020.pdf document : Did TCS reduce its specific carbon footprint from business air travel in FY 2020 compared to FY 2019?", "gold_answers": ["Yes, by 19%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_TCS_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220222.pdf document : Did the defendants in Ahmaud Arbery's case help him after the shooting?", "gold_answers": ["No, they did not help him."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220222.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020714995.pdf document : Is there a database in South Africa for tracing individuals suspected to have been in contact with COVID-19 patients?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020714995.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : How many shares did Novartis repurchase to mitigate dilution related to employees' participation plans in the year 2021?", "gold_answers": ["8.6 million shares."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1041.pdf document : How much does the test accuracy decrease when using a shuffled training set as opposed to the original training set on the Yelp polarity dataset?", "gold_answers": ["1.62%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1041.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-nmd-1_24-cr-00032-8.pdf document : Was the United States' Motion to use Photographs in Opening Statement granted?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-nmd-1_24-cr-00032-8.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_LVMUY_2021.pdf document : What types of payments will the employee receive upon separation from McDonald's?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_LVMUY_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020714995.pdf document : Under the PRC General Rules of Civil Law, what must organizations and individuals do before obtaining personal data of others?", "gold_answers": ["They must obtain the information pursuant to the law and ensure information security, and must not engage in illegal activities such as collecting, using, processing, transmitting, trading, providing, or disclosing personal data."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020714995.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_MCD_2020.pdf document : What was the total revenue for the company in 2019?", "gold_answers": ["The total revenue for the company in 2019 was $21.365 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_MCD_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FY-2020-Agency-Financial-Report.pdf document : Did the Department comply with all FFMIA requirements?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FY-2020-Agency-Financial-Report.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PEP_2020.pdf document : Did PepsiCo's net revenue increase from 2018 to 2020?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PEP_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HDB_2021.pdf document : What was the Interest Income of the company in the financial year 2013-2014?", "gold_answers": ["The Interest Income in the financial year 2013-2014 was ₹41,135.53 crores."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HDB_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021699566.pdf document : Can members of the Indian Parliament refer to matters on which a judicial decision is pending during discussions?", "gold_answers": ["No, members cannot refer to any matter of fact on which a judicial decision is pending."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021699566.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : What is the F1 score for XLM when both the context language and question language are English?", "gold_answers": ["74.9"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231011.pdf document : Did Hamas take hostages during their attack?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231011.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1003.pdf document : What is the first sentence on page 12?", "gold_answers": ["The paper does not have page 12."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1003.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_GCJ_Public.pdf document : What is the purpose of the War Crimes Rewards Program implemented by the GCJ?", "gold_answers": ["The War Crimes Rewards Program provides rewards for information leading to the arrest, transfer, or conviction of certain individuals accused of war crimes, genocide, or crimes against humanity."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_GCJ_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : What is the future minimum payment for finance leases in 2025?", "gold_answers": ["$280."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_XOM_2020.pdf document : What was the net amount of wells drilled by the company in the United States by consolidated subsidiaries in the year-end 2020?", "gold_answers": ["The net amount of wells drilled in the United States by consolidated subsidiaries in the year-end 2020 was 741."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_XOM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1003.pdf document : What method is used by the model to aggregate individual article credibility scores for a single claim?", "gold_answers": ["The model averages the per-article credibility scores from M reporting articles to generate the overall credibility score for the claim."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1003.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555932.pdf document : What is the revision data of the document?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555932.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W19-5302.pdf document : Which metric showed a statistically significant increase in correlation with human assessment over all other metrics for the German to French language pair according to Williams test?", "gold_answers": ["ESIM."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W19-5302.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220406.pdf document : What is the name of the Russian U.N. ambassador?", "gold_answers": ["Vasily Nebenzya."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220406.pdf"], "video": null, "audio": null}
{"question": "Here is a question from L18-1269.pdf document : What metric is used to measure the performance of the caption-image compatibility score?", "gold_answers": ["Recall@K and median rank."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/L18-1269.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 21-00620-INLSR-Vol2_Report-FINAL.pdf document : Does El Salvador's Financial Intelligence Unit (FIU) have staffing issues?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/21-00620-INLSR-Vol2_Report-FINAL.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : Which GCAN sub-model component removal resulted in the lowest accuracy for Twitter15?", "gold_answers": ["Sub-model \"-S-A\" resulted in the lowest accuracy for Twitter15."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_IRF_Public.pdf document : What is the primary method mentioned for containing expenditures in the office?", "gold_answers": ["Utilizing digital diplomacy, technological platforms, and public-private partnerships."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_IRF_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : What was the total average sales per warehouse for the company in the fiscal year 2013?", "gold_answers": ["$160 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1416.pdf document : According to Figure 2, how does the model decide which answer to select?", "gold_answers": ["The model selects the answer from the paragraph with the lowest y_empty score."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230317.pdf document : Did President Emmanuel Macron use a full parliamentary vote to pass the pension reform?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230317.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555907.pdf document : Are Home Office staff required to consider the maturity and actual age of an unaccompanied minor when assessing their asylum claim?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555907.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_AJY_2020.pdf document : What is the total number of board meetings held during the financial year?", "gold_answers": ["The total number of board meetings held during the financial year was 4."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_AJY_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1164.pdf document : Based on Figure 2, which language exhibited the greatest bias in accuracy between stereotypical and non-stereotypical gender roles when using Google Translate?", "gold_answers": ["HE (Hebrew) exhibited the greatest bias in accuracy between stereotypical and non-stereotypical gender roles when using Google Translate, with an accuracy of 76% for stereotypical roles and 38% for non-stereotypical roles, resulting in a difference of 38 percentage points."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1164.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019670779.pdf document : How does the TGA relate to the mandatory reporting obligations to the ACCC for adverse events caused by therapeutic goods?", "gold_answers": ["dverse events caused by therapeutic goods are reported to the TGA and are therefore exempt from the mandatory reporting obligations to the ACCC."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019670779.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1033.pdf document : What is the total number of users included in the dataset?", "gold_answers": ["The total number of users included in the dataset is 25,000."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1033.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : What was the total revenue reported by Tencent Music Entertainment Group in 2020?", "gold_answers": ["The total revenue reported in 2020 was RMB 29,153 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220301.pdf document : How many people were airlifted out of Afghanistan?", "gold_answers": ["More than 120,000 people."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220301.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PG_2022.pdf document : Did the service cost component for Pension Benefits increase or decrease from 2021 to 2022?", "gold_answers": ["Decrease"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PG_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HSBC_2020.pdf document : What are the primary objectives of HSBC's program regarding the Ibor transition through 2021?", "gold_answers": ["The primary objectives are the development of alternative rate and RFR product capabilities and the transition of legacy Ibor contracts."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HSBC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : What product category generated the highest net revenue for the company in 2020?", "gold_answers": ["Combustible Products generated the highest net revenue in 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021699566.pdf document : Do general supervisory committees in Switzerland have different investigative powers compared to PUKs?", "gold_answers": ["No, general supervisory committees have the same investigative powers as PUKs."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021699566.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_COST_2022.pdf document : How many employees did the company have in Canada in 2022?", "gold_answers": ["The company had 50,000 employees in Canada in 2022."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_COST_2022.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many shares did Novartis repurchase to mitigate dilution related to employees' participation plans in the year 2021?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1033.pdf document : How does the performance of LSTUR-con measured by AUC compare to LSTUR-ini as the mask probability p increases?", "gold_answers": ["The performance of LSTUR-con measured by AUC remains relatively stable and high as the mask probability p increases, whereas LSTUR-ini sees a more significant increase before stabilizing."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1033.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1561.pdf document : Which defense mechanism resulted in the highest recovery of the original accuracy in the BERT model under the 'all' attack setting?", "gold_answers": ["BERT + Pass-through."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1561.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : What is the highest accuracy percentage achieved by any model according to Table 5?", "gold_answers": ["92.3%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_CMCSA_2021.pdf document : What was the aggregate principal amount of fixed-rate Euro senior notes issued by the company in 2021?", "gold_answers": ["€1.75 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_CMCSA_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1287.pdf document : What is the primary focus of Section 6.4?", "gold_answers": ["The paper does not contain Section 6.4."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1287.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687418.pdf document : What is the nature of the right to freedom of political communication as identified by the High Court of Australia?", "gold_answers": ["The right to freedom of political communication is not personal in nature; instead, it operates as a structural limitation on the exercise of power by Parliament."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687418.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687417.pdf document : What is the significance of the Climate Change Bill 2021 introduced by Fiji, and what goals has it set?", "gold_answers": ["The Climate Change Bill 2021 signifies Fiji's commitment to net-zero emissions, with the goal set to achieve this by the year 2050. The bill was introduced on August 19, 2021, with intentions to enact it before COP26."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687417.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W18-5713.pdf document : How many total evaluations were collected for the comparison between RetrieveNRefine++ (retrieved) vs. Seq2Seq?", "gold_answers": ["total of 626 evaluations were collected for RetrieveNRefine++ (retrieved) vs. Seq2Seq (290 A Wins + 249 B Wins + 87 Ties = 626)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W18-5713.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221031.pdf document : What were people dressed as during the Halloween celebration in Seoul?", "gold_answers": ["Zombies, princesses, and superheroes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221031.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How did the number of stores in offshore markets change between FY16 and FY20?", "gold_answers": ["The number of stores in offshore markets increased from 250 in FY16 to 435 in FY20."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220906.pdf document : Has Liz Truss advocated for the abolition of the British monarchy in the past?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220906.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What was the total upstream loss for ExxonMobil in 2020, and how did it compare to the earnings in 2019?", "gold_answers": ["Not mentioned"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from roche-holdings_2021.pdf document : How is the Corporate Executive Committee expanded in the organizational structure of the company, and what are the added functions?", "gold_answers": ["The Corporate Executive Committee is expanded into the Enlarged Corporate Executive Committee which includes gRED, pRED, Partnering, Communications, and General Counsel."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/roche-holdings_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_ATLX_2020.pdf document : Is the Bahia Rare Earths Project located in Brazil?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_ATLX_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CVX_2021.pdf document : What key areas must McDonald's business strategies focus on to maintain customer appeal and gain market share?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CVX_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_LVMUY_2021.pdf document : What is the company's largest age group among the employees by the end of 2021?", "gold_answers": ["The 25-34 age group is the largest among the employees, making up 39% of the workforce."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_LVMUY_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_DS_10JAN2022_PUBLICv2.pdf document : What is the revision date of the document?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_DS_10JAN2022_PUBLICv2.pdf"], "video": null, "audio": null}
{"question": "Here is a question from LSE_BHP_2021.pdf document : How much did the GHG emissions from the processing of sold products change from 2019 to 2021?", "gold_answers": ["The GHG emissions from the processing of sold products increased by 16.7 MtCO2-e from 2019 (288.8 MtCO2-e) to 2021 (305.5 MtCO2-e)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/LSE_BHP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from siemens-healthineers_2021.pdf document : How much did the cash flows from operating activities of the company change from the fiscal year 2020 to fiscal year 2021?", "gold_answers": ["The cash flows from operating activities increased by 1,005 million euros from the fiscal year 2020 to fiscal year 2021 (2,933 million euros in 2021 minus 1,928 million euros in 2020)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/siemens-healthineers_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : How did PMI's cumulative total shareholder return compare to the S&P 500 Index at the end of the 2020?", "gold_answers": ["At the end of the five-year period, PMI's cumulative total shareholder return was lower than the S&P 500 Index."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_TCS_2020.pdf document : Did the total funds invested in FY 2020 include amounts pertaining to trusts and the TCS Foundation?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_TCS_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from INCSR-Vol-INCSR-Vol.-2-pdf.pdf document : Did Albania see substantial progress in combating money laundering and financial crimes in 2018?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/INCSR-Vol-INCSR-Vol.-2-pdf.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D19-1539.pdf document : Which model has the highest test F1 score according to Table 4?", "gold_answers": ["The CNN Large with fine-tune model has the highest test F1 score of 95.6."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D19-1539.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_DHR_2020.pdf document : Who is the Chairman of the Board of the company?", "gold_answers": ["Steven M. Rales is the Chairman of the Board."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_DHR_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021700463.pdf document : What percentage of the Swedish population aged 17 to 84 smoked e-cigarettes daily in 2017?", "gold_answers": ["Approximately 1%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021700463.pdf"], "video": null, "audio": null}
{"question": "Here is a question from Q18-1021.pdf document : What was the accuracy of the Document-cue model on WIKIHOP before filtering?", "gold_answers": ["74.6%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/Q18-1021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555908.pdf document : What action can be taken against a legal person who completes a notifiable acquisition without government approval?", "gold_answers": ["The acquisition is void, and the legal person can face civil or criminal penalties, which may include imprisonment for up to five years, a fine, or both."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555908.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1334.pdf document : How many more annotated parallel sentences does the language pair EN-DA have compared to the EN-RO pair?", "gold_answers": ["The language pair EN-DA has 1,117,801 more annotated parallel sentences than the EN-RO pair."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1334.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_L_27JAN2022_PUBLIC-1.pdf document : What is the greatest risk to the Department due to inadequate attorney staffing levels?", "gold_answers": ["Legal liabilities and fines."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_L_27JAN2022_PUBLIC-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555925.pdf document : Who is required to authorize the use of medicines for scientific research and clinical trials in Chile?", "gold_answers": ["The Public Health Institute."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555925.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.45.pdf document : Which model variant has the highest improvement in F1 score for the QuoRef dataset when compared to the base XLNet model?", "gold_answers": ["The model variant with the highest improvement in F1 score for the QuoRef dataset compared to the base XLNet model is XLNet+DSC, with a +1.41 increase."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.45.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555922.pdf document : When was the document revised?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555922.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HDB_2021.pdf document : What are some of the focus areas of HDFC Bank's ESG strategy?", "gold_answers": ["HDFC Bank's ESG strategy focuses on climate change, community and society, as well as practices related to people, customers, lending, procurement, and governance."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HDB_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.408.pdf document : On which platform were the annotations for the BoolQ dataset collected?", "gold_answers": ["Amazon Mechanical Turk (MTurk)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.408.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.emnlp-main.213.pdf document : Which metric has the highest Kendall's Tau (τ) correlation for the lt-en language pair?", "gold_answers": ["YISI-1 has the highest Kendall's Tau (τ) correlation for the lt-en language pair with a value of 0.440."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.emnlp-main.213.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : What was PMI's net revenue from combustible products in the European Union for 2020?", "gold_answers": ["The net revenue from combustible products in the European Union for 2020 was $8,053 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230908.pdf document : What financial milestone is the \"Barbie\" movie close to reaching?", "gold_answers": ["$1.4 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230908.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1013.pdf document : Does the LSTUR model consider both short-term and long-term user interests?", "gold_answers": ["Not mentioned"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1008.pdf document : How does the multitask model represented in Figure 1b differ from the single-task model in Figure 1a in terms of decoder attention?", "gold_answers": ["In the multitask model (Figure 1b), there are two separate decoders each with its own attention mechanism attending to the shared encoder states, while in the single-task model (Figure 1a), there is only one decoder with one attention mechanism."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1008.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230306.pdf document : In the picture at the top of the newspaper, what are the soldiers standing on?", "gold_answers": ["A tunk"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230306.pdf"], "video": null, "audio": null}
{"question": "Here is a question from INCSR-Vol-INCSR-Vol.-I-1.pdf document : What law enforcement unit was created in Benin in January 2018?", "gold_answers": ["The Republican Police."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/INCSR-Vol-INCSR-Vol.-I-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from Tab-2-INCSR-Vol-2-508.pdf document : What does the abbreviation \"DHS/HSI\" refer to?", "gold_answers": ["Department of Homeland Security/Homeland Security Investigations."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/Tab-2-INCSR-Vol-2-508.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1041.pdf document : What model achieved the highest accuracy on the Yelp Polarity sentiment analysis task according to Table 2?", "gold_answers": ["SWEM-hier achieved the highest accuracy on the Yelp Polarity sentiment analysis task with an accuracy of 95.81%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1041.pdf"], "video": null, "audio": null}
{"question": "Here is a question from DOS-FY2023-Agency-Financial-Report-508.pdf document : How does the U.S. Department of State support its diplomatic efforts in cities with multiple international organizations?", "gold_answers": ["The U.S. Department of State supports its diplomatic efforts in cities with multiple international organizations by establishing specialized missions targeting each organization, as demonstrated by separate missions to the European Union, NATO in Brussels, and missions to OSCE and UN in Vienna."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/DOS-FY2023-Agency-Financial-Report-508.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CRM_2020.pdf document : By how much did total stockholders' equity for the company increase from 2016 to 2020?", "gold_answers": ["Total stockholders' equity increased by $28,882 million from 2016 to 2020 ($33,885 million in 2020 - $5,003 million in 2016)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CRM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220412.pdf document : Has Austria's chancellor visited President Vladimir V. Putin since the Ukraine invasion?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : What was the percentage of the company's operating expenses denominated in Euros for the year 2021?", "gold_answers": ["The percentage of operating expenses denominated in Euros for the year 2021 was 26%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-4013.pdf document : How does the performance of the best model on COMMONSENSEQA compare with human accuracy?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-4013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : Calculate the decline in the company's gross profit in dollars from 2019 to 2020.", "gold_answers": ["The gross profit declined by $14,140,000 from 2019 to 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1561.pdf document : What is the Word Error Rate (WER) of the ATD spell-corrector model for the 'Key' attack?", "gold_answers": ["The Word Error Rate (WER) for the ATD spell-corrector model for the 'Key' attack is 6.9%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1561.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1308.pdf document : Which system achieved the highest F1 score for entity recognition on the ACE04 dataset?", "gold_answers": ["DYGIE achieved the highest F1 score for entity recognition on the ACE04 dataset with a score of 87.4."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1308.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : How much of the change in PMI's Net Revenues was attributable to currency effects?", "gold_answers": ["Currency effects resulted in a $469 million unfavorable impact on Net Revenues."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231208.pdf document : Was the Russian economy showing signs of resilience after Western sanctions were imposed?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231208.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020714995.pdf document : Is the IBGE allowed to share data with public or private companies for generating official statistics?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020714995.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_QCOM_2021.pdf document : How did the net gains on marketable securities change from fiscal 2019 to fiscal 2021?", "gold_answers": ["There was an increase in net gains on marketable securities from $295 million in fiscal 2019 to $427 million in fiscal 2021."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_QCOM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from JRS-EAP-Asia_06JAN2023_Public.pdf document : What are the potential consequences of inaction in addressing climate change mentioned in the document?", "gold_answers": ["ccording to the text, inaction could lead to catastrophic damage to the economy, security, natural resources, and public health. It could also exacerbate social and economic inequalities, threaten national security, and jeopardize development gains in various sectors."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/JRS-EAP-Asia_06JAN2023_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555917.pdf document : Does Costa Rica require a two-thirds majority of all members for approving international treaties?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555917.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.45.pdf document : What is the highest F1 score achieved on the Chinese OntoNotes4.0 dataset, according to Table 10?", "gold_answers": ["The highest F1 score on the Chinese OntoNotes4.0 dataset is 84.67."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.45.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230908.pdf document : Who is the current chief executive officer of Mattel?", "gold_answers": ["Ynon Kreiz."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230908.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : What was the total revenue of Berkshire Hathaway Inc. in 2021?", "gold_answers": ["The total revenue of Berkshire Hathaway Inc. in 2021 was $276,094 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_XOM_2020.pdf document : Is the expected long-term rate of return on funded assets for non-U.S. Pension Benefits higher in 2020 compared to the previous year?", "gold_answers": ["No, it remained the same."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_XOM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HSBC_2020.pdf document : Which country had the largest number of customer accounts in Asia in 2020?", "gold_answers": ["Hong Kong had the largest number of customer accounts in Asia with 531,489 (in million dollars) in 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HSBC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.emnlp-main.213.pdf document : What is the purpose of the triplet margin loss in the Translation Ranking model, as shown in Figure 2?", "gold_answers": ["The purpose of the triplet margin loss in the Translation Ranking model is to optimize the resulting embedding space to minimize the distance between the \"better\" hypothesis and the \"anchors\" (source and reference), while maximizing the distance between the \"better\" hypothesis and the \"worse\" hypothesis."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.emnlp-main.213.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220412.pdf document : Is PwC allowing its United States employees to work remotely forever?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666100.pdf document : Is the establishment of administrative organs and the determination of their powers exclusively regulated by law according to the Turkish Constitution?", "gold_answers": ["Yes, under Article 123(1) of the Constitution, the establishment of administrative organs and the determination of their powers are areas that can be exclusively regulated by law."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666100.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019668506.pdf document : What was the name of the commission that noted the shortcomings of the War Measures Act?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019668506.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_IRF_Public.pdf document : What might hinder the U.S.'s ability to achieve strategic prevention of religious freedom violations?", "gold_answers": ["Failure to build sufficiently broad and globally diverse networks."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_IRF_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_H_23FEB2022_PUBLIC-1.pdf document : How does Bureau Objective 2.1 support the JSP Goals overall?", "gold_answers": ["Bureau Objective 2.1 supports the JSP Goals by ensuring highly qualified nominees are confirmed and take up leadership positions, which, in turn, contributes to objectives such as renewing U.S. leadership, promoting global prosperity, strengthening democratic institutions, reviving the diplomatic and development workforce, and serving U.S. citizens."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_H_23FEB2022_PUBLIC-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1012.pdf document : Is the GYAFC dataset the largest corpus for formality style transfer?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1012.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D19-1539.pdf document : Which training data size from the Common Crawl resulted in the highest average accuracy across all GLUE tasks?", "gold_answers": ["The 18,000 million tokens (M tok) training data size from the Common Crawl resulted in the highest average accuracy of 81.3 across all GLUE tasks."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D19-1539.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1416.pdf document : Which model has the highest Distractor F1 score according to Table 1?", "gold_answers": ["BERT Plus Cognitive Graph has the highest Distractor F1 score with 69.76."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W18-4401.pdf document : How many categories of aggression were participants asked to classify texts into?", "gold_answers": ["3 categories: overt aggression, covert aggression, and non-aggression."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W18-4401.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555919.pdf document : Is normal operation of a commercial drone prohibited in Brazil if the license has expired for more than 30 days?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555919.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555900.pdf document : Under which act could the costs for repatriation of remains potentially be covered if the family cannot afford them?", "gold_answers": ["The German Asylum Seekers Benefits Act."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555900.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230317.pdf document : Does the budget proposed by President Biden for 2024 foresee an increase in the annual deficit?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230317.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555935.pdf document : Has Canada's Emergencies Act been invoked more than once since it was enacted in 1988?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555935.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1287.pdf document : What is the mean goal prediction error for instructions with spatial relations present?", "gold_answers": ["The mean goal prediction error for instructions with spatial relations present is 8.75."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1287.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.starsem-1.17.pdf document : How does the proposed DS-DST model determine the matching between candidate values and the dialogue context?", "gold_answers": ["The proposed DS-DST model employs cosine similarity matching to determine the correlation between candidate values and the dialogue context."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.starsem-1.17.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1240.pdf document : Does the Entity-GCN model use recurrent document encoders?", "gold_answers": ["No"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1240.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555906.pdf document : Can a person apply for asylum in Brazil from outside the country?", "gold_answers": ["Yes, through diplomatic asylum at a Brazilian Embassy."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555906.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-4013.pdf document : What tools or techniques were used to handle the character sequence in the NER system to achieve better performance?", "gold_answers": ["LSTM or CNN."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-4013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_MCD_2020.pdf document : How much did the International Operated Markets contribute to the total franchised revenues in 2019?", "gold_answers": ["The International Operated Markets contributed $5,064 million to the total franchised revenues in 2019."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_MCD_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : What is the difference in the number of users between the Twitter15 and Twitter16 datasets?", "gold_answers": ["The difference in the number of users between the Twitter15 and Twitter16 datasets is 190,868 - 115,036 = 75,832 users."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019713412.pdf document : Can an accused appeal a conviction and sentence resulting from plea bargaining in Malaysia, and if so, on what grounds?", "gold_answers": ["n accused can appeal only the extent and legality of the sentence, not the conviction itself, after being convicted through plea bargaining."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019713412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_PRM_Public.pdf document : On which page does the document present the Appendix?", "gold_answers": ["The document does not contain Appendix."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_PRM_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf document : Has the INCB deployed regional advisors to help with the issue of synthetic drugs and precursors?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666109.pdf document : On what date did President Biden sign the National Security Memorandum to address IUU fishing and related harmful fishing practices?", "gold_answers": ["June 27, 2022."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666109.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CAT_2021.pdf document : What was the company's total sales and revenues for Construction Industries in North America in 2021?", "gold_answers": ["The total sales and revenues for Construction Industries in North America in 2021 were $9,676 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CAT_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020714999.pdf document : What specific article of the Information Law does Law No. 30-VIQD amend?", "gold_answers": ["Article 13-2."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020714999.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_F_Public-Accessible.pdf document : What is the main risk associated with Bureau Objective 1.1?", "gold_answers": ["The main risks are financial and human resource availability."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_F_Public-Accessible.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1033.pdf document : How do the two methods introduced in Figure 3 differ in integrating the long-term and short-term user representations?", "gold_answers": ["The LSTUR-ini method initializes the GRU with the long-term user representation, whereas the LSTUR-con method concatenates the long-term user representation with the output of the GRU that captures the short-term representation to form a unified user profile."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1033.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.findings-emnlp.139.pdf document : What is the BLEU score for CodeBERT when pre-trained with MLM+RTD objectives?", "gold_answers": ["The BLEU score for CodeBERT when pre-trained with MLM+RTD objectives is 22.36."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.findings-emnlp.139.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_HSBC_2020.pdf document : How much did the customer accounts for Switzerland grow from 2019 to 2020?", "gold_answers": ["The customer accounts for Switzerland grew by 3,444 (in million dollars) from 2019 to 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_HSBC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from inditex_2021.pdf document : How many social programmes was Inditex involved in during 2021?", "gold_answers": ["725."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/inditex_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_AJY_2020.pdf document : Which director has attended the least number of board meetings?", "gold_answers": ["ONG Yih Ching has attended the least number of board meetings, with 3 attendances."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_AJY_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : What was PMI's net revenue for the European Union in 2020?", "gold_answers": ["The net revenue for the European Union in 2020 was $10,702 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from inditex_2021.pdf document : What was the total finance income for the company in 2021?", "gold_answers": ["The total finance income for the Group in 2021 was 48."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/inditex_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666109.pdf document : Has a bill been introduced in the US Senate to revise ethylene oxide emissions standards under the Clean Air Act?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666109.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021700463.pdf document : On which page does the report provide a table that lists the relevant laws information?", "gold_answers": ["The report does not contain a table."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021700463.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220430.pdf document : Why did the value of the S&P 500 drop significantly in April 2022?", "gold_answers": ["The value dropped due to concerns over rising inflation and interest rates, Covid lockdowns in China, the invasion of Ukraine, and their impact on the economy."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220430.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1008.pdf document : On which page does the paper present the case studies?", "gold_answers": ["The paper does not include case studies."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1008.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : What was the percentage of total revenue contributed by online music services in the year 2021?", "gold_answers": ["The percentage was 36.7%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1034.pdf document : Why might the model use both word-level and character-level embeddings as inputs?", "gold_answers": ["The model uses both word-level and character-level embeddings to capture semantic meaning at the word level and morphological details at the character level, improving performance by understanding context and handling out-of-vocabulary words or morphological variations."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1034.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687414.pdf document : Is the Belt and Road Initiative expected to have a negative impact on Pakistan's local fauna and flora?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687414.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1470.pdf document : What is the PPL score when using 50% of the training data according to Table 4?", "gold_answers": ["The PPL score when using 50% of the training data is 11.82."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1470.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220725.pdf document : How much international aid was pledged to the Democratic Republic of Congo for the protection of its rainforest over five years?", "gold_answers": ["$500 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220725.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019713402.pdf document : Is there a limit on the number of Red-White-Red Cards issued for regional shortage occupations in Austria?", "gold_answers": ["Yes, the limit is 300."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019713402.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_XOM_2020.pdf document : What is the stock symbol for Exxon Mobil Corporation?", "gold_answers": ["XOM"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_XOM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20240106.pdf document : What is the estimated savings Florida could make in the first year of importing medications?", "gold_answers": ["Up to $150 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20240106.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220406.pdf document : Who is the world's richest man mentioned in the newspaper?", "gold_answers": ["Elon Musk."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220406.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : Does the Lazy Audio subscription offer unlimited access to certain audio content?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_UNH_2020.pdf document : What was the amount of medical costs payable of UnitedHealth Group at the end of 2020?", "gold_answers": ["The amount of medical costs payable at the end of 2020 was $21,872 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_UNH_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-2092.pdf document : What method achieved the highest Macro-F1 score on dataset D1?", "gold_answers": ["Ours: PRET+MULT with a Macro-F1 score of 69.73."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-2092.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1187.pdf document : What is the function of the Bi-LSTM Utterance Encoder in the system architecture?", "gold_answers": ["The Bi-LSTM Utterance Encoder encodes the user's input in natural language format into a continuous vector representation."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1187.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555925.pdf document : Was the Emergencies Act given royal assent on July 21, 1988?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555925.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D19-1539.pdf document : What is the purpose of the combination (comb) layers in Figure 2?", "gold_answers": ["The combination layers are used to merge different embeddings together to produce a final representation that can be used for a downstream task such as classification."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D19-1539.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230310.pdf document : On what page of the newspaper can you find the obituary section?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230310.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.48.pdf document : Which dataset has a higher ratio of true to fake tweets, Twitter15 or Twitter16?", "gold_answers": ["For Twitter15, the ratio is 372 true to 370 fake tweets, which is approximately 1.0054. For Twitter16, the ratio is 205 true to 207 fake tweets, which is approximately 0.9903. The Twitter15 dataset has a higher ratio of true to fake tweets."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.48.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.408.pdf document : Which model combination for the Evidence Inference dataset has the highest AUPRC value?", "gold_answers": ["GloVe + LSTM - Attention has the highest AUPRC value at 0.506 for the Evidence Inference dataset."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.408.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W19-5302.pdf document : Is the Pearson correlation for ESIM higher than 0.95 for the de-cs language pair?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W19-5302.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220930.pdf document : Did the Ukrainian government intercept phone calls from Russian soldiers?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220930.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : By how much did the Joint goal accuracy in the \"Train\" domain improve when using the GEM fine-tuning strategy compared to training from scratch?", "gold_answers": ["The Joint goal accuracy in the \"Train\" domain improved by 9.87% when using the GEM fine-tuning strategy compared to training from scratch (54.31% - 44.24%)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666101.pdf document : On which page does the report present the first table?", "gold_answers": ["The document does not contain a table."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666101.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555930.pdf document : Does the Constitution of Iran guarantee equality before the law for all citizens?", "gold_answers": ["Yes, but it is subject to \"conformity with Islamic criteria.\""], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555930.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.findings-emnlp.139.pdf document : Which programming language has the highest number of bimodal data points according to Table 1?", "gold_answers": ["PHP has the highest number of bimodal data points, with 662,907."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.findings-emnlp.139.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_TXN_2020.pdf document : Which company listed in the comparator group has the highest market capitalization by 2020 and what is the amount?", "gold_answers": ["Nvidia Corporation has the highest market capitalization at $323.2 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_TXN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231016.pdf document : Did an Israeli ground invasion of Gaza appear imminent according to the document?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231016.pdf"], "video": null, "audio": null}
{"question": "Here is a question from JRS-EAP-Asia_06JAN2023_Public.pdf document : Does the East Asia and Pacific Joint Regional Strategy (JRS) have classified goals?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/JRS-EAP-Asia_06JAN2023_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220930.pdf document : Has David C. Banks announced any changes to New York City's school admissions policies?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220930.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_UNH_2020.pdf document : What was the total revenue for UnitedHealth Group in 2019?", "gold_answers": ["The total revenue for UnitedHealth Group in 2019 was $242,155 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_UNH_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : What was the shipment volume of Marlboro cigarettes in 2020 according to PMI's report?", "gold_answers": ["The shipment volume of Marlboro cigarettes in 2020 was 233,158 million units."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666109.pdf document : Did President Donald J. Trump withdraw the US from the Paris Agreement?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666109.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_CDP_Public.pdf document : What is the objective number of the Bureau Cross-Cutting Management Objective discussed in the text?", "gold_answers": ["1.2."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_CDP_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555920.pdf document : Has the United Kingdom introduced a bill concerning the regulation of AI and workers' rights?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555920.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_WFC_2021.pdf document : What were the total restructuring charges for the year 2020?", "gold_answers": ["$1,214 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_WFC_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555924.pdf document : Are materials used in the interior of public service vehicles in Iceland required to be flame-resistant?", "gold_answers": ["Yes, materials used in interior compartments of public service vehicle I, II and III must be flame-resistant and fireproof."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555924.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-2072.pdf document : What is the main purpose of the contextual augmentation method illustrated in Figure 1?", "gold_answers": ["The main purpose of the contextual augmentation method is to use a bi-directional RNN language model to replace words in a sentence with various contextually appropriate words to create augmented sentences for improved data augmentation."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-2072.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_PM_2020.pdf document : Which brand in PMI experienced the highest percentage increase in shipment volume from 2019 to 2020?", "gold_answers": ["Heated Tobacco Units experienced the highest percentage increase in shipment volume, with an increase of 27.6%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_PM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_ATLX_2020.pdf document : What is the total area for Lithium properties held by the company in Brazil by the end of 2020?", "gold_answers": ["The total area for Lithium properties is 80,934 acres."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_ATLX_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_EB_29July2022_Public.pdf document : Is the trade policy described in Bureau Objective 2.3 worker-centered?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_EB_29July2022_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1561.pdf document : What is the fourth author's name?", "gold_answers": ["The paper does not have a fourth author."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1561.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1033.pdf document : What is the optimal mask probability p value for both LSTUR-ini and LSTUR-con according to Figure 8?", "gold_answers": ["The optimal mask probability p value for both LSTUR-ini and LSTUR-con is around 0.5."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1033.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : What was the total revenue of the company in RMB for the year ended 2021?", "gold_answers": ["The total revenue in RMB for the year ended December 31, 2021, was 31,244 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : Which domain showed the highest joint goal accuracy in the zero-shot experiments?", "gold_answers": ["The taxi domain showed the highest joint goal accuracy in the zero-shot experiments with 60.58%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : What is the percentage change in the number of offshore stores from FY18 to FY19.", "gold_answers": ["The percentage increase in the number of offshore stores from FY18 to FY19 is approximately 19.75% ((390 - 326) / 326 * 100)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : Explain the function of the slot gate in the proposed TRADE model.", "gold_answers": ["The slot gate in the TRADE model predicts whether a particular (domain, slot) pair is triggered by the dialogue. It works alongside the utterance encoder and the state generator. The state generator decodes J times independently for all possible (domain, slot) pairs, and during the first decoding step, the state generator will use the j-th (domain, slot) embeddings to generate its corresponding slot values and the slot gate will determine if the pair is relevant based on the dialogue context."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FY-2020-Agency-Financial-Report.pdf document : What type of analysis did the Bureau of the Comptroller and Global Financial Services perform?", "gold_answers": ["The Bureau of the Comptroller and Global Financial Services (CGFS) performed an analysis to assess the Department’s compliance with FFMIA."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FY-2020-Agency-Financial-Report.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : What is the human accuracy performance on question concept split?", "gold_answers": ["Not mentioned"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019713402.pdf document : What are the two criteria for a partner to earn 20 bonus points for their skilled employment in the context of New Zealand's immigration point system?", "gold_answers": ["The partner must have either current skilled employment in New Zealand or an offer of skilled employment in New Zealand."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019713402.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_AXP_2021.pdf document : What was the net interest income for the year ended December 31, 2021?", "gold_answers": ["The net interest income for the year ended December 31, 2021, was $7,750 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_AXP_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many new stores were opened in the USA during the year 2020?", "gold_answers": ["29 new stores were opened in the USA."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_TCS_2020.pdf document : In which month of FY 2020 did the BSE experience the lowest daily closing price, and what was that price?", "gold_answers": ["The BSE experienced the lowest daily closing price in Mar-2020, and that price was ₹1,636.10."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_TCS_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2019713412.pdf document : Can the accused withdraw from a procedural agreement at any time before the sentence is delivered without a hearing on the merits?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2019713412.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BAC_2020.pdf document : What was the percentage change in the net charge-offs for home equity from 2019 to 2020?", "gold_answers": ["The percentage change in the net charge-offs for home equity was (0.19 - 0.81) / 0.81 x 100% = -76.54%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BAC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220817.pdf document : Did the Colorado River's water levels reach their lowest point ever?", "gold_answers": ["They are near their lowest point ever."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220817.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W18-5713.pdf document : Which method produces the longest sentences in terms of word count?", "gold_answers": ["MemNet produces the longest sentences with a word count of 13.1."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W18-5713.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P18-1013.pdf document : What is the confidence interval for the ROUGE scores reported in Table 2?", "gold_answers": ["±0.24"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P18-1013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_LVMUY_2021.pdf document : What program was Nona Source created under?", "gold_answers": ["DARE (Disrupt, Act, Risk to be an Entrepreneur) intrapreneurship program."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_LVMUY_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BAC_2020.pdf document : What criteria are used to differentiate core from non-core consumer real estate loans?", "gold_answers": ["Core consumer real estate loans are differentiated from non-core loans based on criteria such as loan and customer characteristics, including origination date, product type, loan-to-value (LTV) ratio, Fair Isaac Corporation (FICO) score, and delinquency status, and are generally loans originated after January 1, 2010, that qualified under GSE underwriting guidelines or met the bank's underwriting guidelines in place in 2015."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BAC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : What are the three major components of the proposed TRADE model as shown in Figure 2?", "gold_answers": ["The three major components of the proposed TRADE model are an utterance encoder, a slot gate, and a state generator."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Which model has the highest F1 score for Spanish (es)?", "gold_answers": ["XLM with a score of 68.0."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BRK-A_2021.pdf document : Who has served the longest in their current position at the Registrant, and since when?", "gold_answers": ["Warren E. Buffett has served the longest in his current position since 1970."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BRK-A_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from roche-holdings_2021.pdf document : What platform does the company use to facilitate international exchange with patient organizations?", "gold_answers": ["International Experience Exchange with Patient Organizations (IEEPO)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/roche-holdings_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_ACN_2020.pdf document : Which geographic market of the company contributed the most to the fiscal 2020 revenue for the company?", "gold_answers": ["North America contributed the most with 47% of the fiscal 2020 revenue."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_ACN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20221015.pdf document : Was the \"Bloody Friday\" massacre in Zahedan linked to an anti-government protest?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20221015.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220725.pdf document : What is the primary concern with county sheriffs investigating elections based on claims of voter fraud?", "gold_answers": ["It could cause chaos in future elections and further weaken trust in the American voting system."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220725.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W19-5302.pdf document : Which metric achieved the highest correlation score for the enlt-en language pair among those listed?", "gold_answers": ["YiSi-1."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W19-5302.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-2072.pdf document : What is the name of the second author?", "gold_answers": ["The paper does not have a second author."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-2072.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CVX_2021.pdf document : How did the company's operating expenses in 2019 compare to those in 2020?", "gold_answers": ["The operating expenses in 2019 were $1 billion higher than in 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CVX_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1078.pdf document : Which domain has the highest number of dialogues in the test set?", "gold_answers": ["The Train domain has the highest number of dialogues in the test set with 494 dialogues."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1078.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_IBM_2020.pdf document : How has the expenditure on research, development, and engineering of this company changed over the three years?", "gold_answers": ["Over the three years presented, the expenditure on research, development, and engineering has shown a progressive increase, rising from $5,379 million in 2018 to $5,989 million in 2019, and further increasing to $6,333 million in 2020."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_IBM_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1003.pdf document : Which configuration has the highest Macro Accuracy according to Table 5?", "gold_answers": ["DeClarE (Full) has the highest Macro Accuracy with a score of 0.57."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1003.pdf"], "video": null, "audio": null}
{"question": "Here is a question from D18-1003.pdf document : In Figure 2b, which two groups of news sources does DeClarE differentiate between?", "gold_answers": ["DeClarE differentiates between fake news sources (like nationalreport, empirenews, huzlers, etc.) and authentic mainstream news sources (like nytimes, cnn, wsj, foxnews, washingtonpost, etc.)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/D18-1003.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220630.pdf document : How many deaths were attributed to traffic accidents during Hurricane Idalia?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220630.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687418.pdf document : On which page does the report present the first table?", "gold_answers": ["The document does not contain table information."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687418.pdf"], "video": null, "audio": null}
{"question": "Here is a question from DoS-Geospatial-Data-Strategy_Digital-Version_Accessible-9162021-with-Signature-page_Accessible-9222021.pdf document : Who is the Chief Data Officer at the Department of State?", "gold_answers": ["Matthew Graviss."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/DoS-Geospatial-Data-Strategy_Digital-Version_Accessible-9162021-with-Signature-page_Accessible-9222021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_OES_28APR2023_PUBLIC.pdf document : How does OES plan to mitigate the risks associated with achieving climate goals and objectives?", "gold_answers": ["OES plans to mitigate risks by conducting extensive public outreach, working with stakeholders, mobilizing public and private finance, enhancing country strategies to incorporate climate-friendly technologies and practices, preserving forests and agricultural economies, and spurring adaptive communities that protect and advance economic livelihoods and save lives amid a changing climate."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_OES_28APR2023_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220930.pdf document : Who are the authors of the article discussing visual investigations?", "gold_answers": ["Yousur Al-Hlou, Masha Froliak, and Evan Hill."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220930.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666112.pdf document : What led to the inception of the new Norwegian Pharmacy Act in 2001?", "gold_answers": ["complaint lodged with ESA against a Norwegian company in 2000 resulted in the overhaul of the pharmaceutical market."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666112.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVO_2020.pdf document : What was the total score for company trust among diabetes specialists according to the report?", "gold_answers": ["85.2"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVO_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf document : Is Afghanistan the world’s largest producer of illicit opiates?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/International-Narcotics-Control-Strategy-Report-Volume-I-FINAL-1.pdf"], "video": null, "audio": null}
{"question": "Here is a question from siemens-healthineers_2021.pdf document : How much goodwill was allocated to Siemens Healthineers' Imaging segment from the Varian acquisition?", "gold_answers": ["€ 532 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/siemens-healthineers_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1170.pdf document : Does increasing specificity in responses lead to more nonsensical outputs?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1170.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FY-2021-Agency-Financial-Report-508.pdf document : Did the Unobligated Balance from Prior Year Budget Authority decrease from 2020 to 2021?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FY-2021-Agency-Financial-Report-508.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_MS_2020.pdf document : How does the Firm establish a hierarchy for inputs used in measuring fair value?", "gold_answers": ["The Firm establishes a hierarchy for inputs used in measuring fair value based on the observability of inputs. This hierarchy is categorized into three levels: Level 1 valuations rely on quoted prices in active markets for identical assets or liabilities; Level 2 uses quoted prices in less active markets or observable inputs indirectly; Level 3 is based on unobservable inputs that are significant to the fair value measurement."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_MS_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_TSLA_2020.pdf document : On which page does the report provide information on executive compensation?", "gold_answers": ["108."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_TSLA_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : What is the total amount of non-current financial debt, including the current portion?", "gold_answers": ["The total amount of non-current financial debt, including the current portion, is $25,523 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : Which product of the company had the highest percentage increase in total net sales from 2020 to 2021?", "gold_answers": ["Entresto had the highest percentage increase in total net sales with 40%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N18-1012.pdf document : How does the mean formality score of formal rewrites compare to that of the original informal sentences according to Figure 2?", "gold_answers": ["The mean formality score of the formal rewrites is higher (0.12) compared to the original informal sentences, which have a lower mean formality score (-1.06)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N18-1012.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230107.pdf document : Did the Pentagon shoot down an unidentified object over Alaska?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230107.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_BAC_2020.pdf document : By how much did the number of Erica users increase from 2018 to 2019?", "gold_answers": ["The number of Erica users increased by 5.5 million from 2018 to 2019 (from 4.8 million to 10.3 million)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_BAC_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2022666111.pdf document : What is the federal cabinet required to establish within 60 days after the end of a state of emergency?", "gold_answers": ["commission of inquiry into the circumstances that led to the declaration and the measures taken for dealing with the emergency."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2022666111.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220906.pdf document : What kind of wildlife is Horace Smith's son, Agee, now involving in the land's maintenance?", "gold_answers": ["Beavers."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220906.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_OBO_27APR2023v2_PUBLIC.pdf document : What specific areas will OBO incorporate Enterprise Risk Management (ERM) considerations into?", "gold_answers": ["Climate Security and Resilience (CS&R), Deferred Maintenance and Repair (DM&R), and strategic staffing."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_OBO_27APR2023v2_PUBLIC.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230716.pdf document : Did President Biden compare the current situation with Israel to past American military actions during World War II?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230716.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_TXN_2020.pdf document : What is the stock ownership guideline for the CEO of this company?", "gold_answers": ["The stock ownership guideline for the CEO is six times their base salary."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_TXN_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from FBS_INL_Public.pdf document : What is the main focus of INL to mitigate the risks of criminals quickly adopting new methods of synthetic drug production?", "gold_answers": ["INL focuses on precursor chemical control, class-based scheduling, and investing in global early warning systems."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/FBS_INL_Public.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.653.pdf document : Calculate the average number of instances per article for the Arabic language using the numbers provided in Table 4.", "gold_answers": ["The average number of instances per article for the Arabic language is approximately 5852 instances divided by 2627 articles, which equals about 2.23 instances per article."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.653.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220406.pdf document : Did medication abortion requests in Texas increase after the strict abortion ban?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220406.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_CMCSA_2021.pdf document : Did the total number of residential customer relationships increase from 2019 to 2021?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_CMCSA_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555915.pdf document : What is the major message conveyed in page 15?", "gold_answers": ["The document does not have page 15."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555915.pdf"], "video": null, "audio": null}
{"question": "Here is a question from C18-1117.pdf document : What is one limitation of using Google Ngrams for studying semantic shifts?", "gold_answers": ["Google Ngrams is limited because it does not contain full texts."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/C18-1117.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_CVX_2021.pdf document : How much of Chevron's year-end 2021 environmental reserves balance was related to its U.S. downstream operations?", "gold_answers": ["$466."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_CVX_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from Country_Reports_2021_Complete_MASTER.no_maps-011323-Accessible.pdf document : What are the implications of Pakistan's International Border Management Security System with regard to border security enhancement?", "gold_answers": ["Pakistan collects biometric information at land crossings to enhance border security, although authorities had limited ability to detect smuggling by air travel."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/Country_Reports_2021_Complete_MASTER.no_maps-011323-Accessible.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1421.pdf document : Which model achieved the highest accuracy on the random split according to Table 5?", "gold_answers": ["BERT-LARGE achieved the highest accuracy on the random split with 55.9%."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1421.pdf"], "video": null, "audio": null}
{"question": "Here is a question from ASX_LOV_2020.pdf document : How many board meetings did B Blundy attend during the financial year?", "gold_answers": ["B Blundy attended 7 board meetings."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/ASX_LOV_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20240206.pdf document : Did 11 of the largest U.S. banks provide financial assistance to First Republic Bank?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20240206.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020720029.pdf document : Does Law No. 32 of 2007 in Tunisia set the same minimum age for marriage for both males and females?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020720029.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-nmd-1_24-cr-00032-8.pdf document : Did the Court allow the government to use proposed exhibits during the opening statement?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-nmd-1_24-cr-00032-8.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220430.pdf document : How many export curbs on food and fertilizers have been imposed since the invasion of Ukraine in late February?", "gold_answers": ["43."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220430.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.207.pdf document : What F1 score did the SPECTER model achieve for the MeSH classification task?", "gold_answers": ["The SPECTER model achieved an F1 score of 86.4 for the MeSH classification task."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.207.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_NVS_2021.pdf document : What was the impact of treasury share transactions on Novartis AG's equity in 2020 compared to the net cash outflow?", "gold_answers": ["The treasury share transactions in 2020 led to a decrease in equity of USD 1.6 billion, while there was a net cash outflow of USD 2.1 billion."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_NVS_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from N19-1240.pdf document : What is the significance of the R-GCN component within the Entity-GCN model based on the ablation study?", "gold_answers": ["The R-GCN component is significant as it enhances the model's ability to perform above Coref-GRU without accessing context by updating mention representations based on the relation to other ones. This is demonstrated by an 8.0 point loss in accuracy when the R-GCN component is removed."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/N19-1240.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NYSE_TME_2021.pdf document : What was the profit of the company for the year 2021 in US dollars (USD)?", "gold_answers": ["The profit for the year 2021 was 505 million USD."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NYSE_TME_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from P19-1416.pdf document : What is the F1 score of the single-paragraph BERT model in the setting with 500 open-domain paragraphs?", "gold_answers": ["39.12."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/P19-1416.pdf"], "video": null, "audio": null}
{"question": "Here is a question from OTC_NSRGY_2020.pdf document : What organic growth percentage did Zone EMENA achieve in 2020?", "gold_answers": ["2.9%"], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/OTC_NSRGY_2020.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_QCOM_2021.pdf document : Did the company's income tax expense increase from 2020 to 2021?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_QCOM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from siemens-healthineers_2021.pdf document : What benefits are expected from the Siemens Healthineers acquisition of Varian?", "gold_answers": ["The acquisition is expected to generate benefits such as broader regional coverage of the sales network, cross-selling opportunities, expanded integrated service offerings like the \"Oncology-as-a-Service\" program, joint product innovation, and cost synergies in administrative and procurement activities."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/siemens-healthineers_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231013.pdf document : Where was Sam Bankman-Fried’s fraud trial held?", "gold_answers": ["Federal court in Manhattan."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230211.pdf document : Did Mr. Fetterman experience any recent health issues while in office?", "gold_answers": ["Yes, he was hospitalized after feeling lightheaded."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230211.pdf"], "video": null, "audio": null}
{"question": "Here is a question from USCOURTS-laed-2_16-md-02740-84.pdf document : Has any party filed a motion to substitute after the filing of Suggestions of Death in the Sanofi case?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/USCOURTS-laed-2_16-md-02740-84.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2023555911.pdf document : Is the EU sanctions framework applicable worldwide?", "gold_answers": ["Yes."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2023555911.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.emnlp-main.213.pdf document : What are the inputs to the Translation Ranking model depicted in Figure 2?", "gold_answers": ["The inputs to the Translation Ranking model are four segments: the source, the reference, a \"better\" hypothesis, and a \"worse\" hypothesis."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.emnlp-main.213.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.acl-main.207.pdf document : What evaluation metrics are used for the citation prediction tasks?", "gold_answers": ["MAP (Mean Average Precision) and nDCG (normalized Discounted Cumulative Gain)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.acl-main.207.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20231013.pdf document : What flag did Steve Huckins like to see in Missouri?", "gold_answers": ["The American flag."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20231013.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2021687415.pdf document : Which institution in Turkey has the authority for type approval of motor vehicles under EU rules?", "gold_answers": ["The Ministry of Industry and Technology (MIT)."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2021687415.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230831.pdf document : Has Boeing faced federal scrutiny regarding its factory for 737 Max jets?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230831.pdf"], "video": null, "audio": null}
{"question": "Here is a question from W18-5713.pdf document : How much did the Engagingness score improve when comparing Seq2Seq (PPL) to RetrieveNRefine++?", "gold_answers": ["The Engagingness score improved by 1.10 points when comparing Seq2Seq (PPL) with a score of 2.70 to RetrieveNRefine++ with a score of 3.80."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/W18-5713.pdf"], "video": null, "audio": null}
{"question": "Here is a question from NASDAQ_QCOM_2021.pdf document : How much cash and cash equivalents did QUALCOMM have at the beginning of 2021?", "gold_answers": ["$6,707 million."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/NASDAQ_QCOM_2021.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20230702.pdf document : Where is the Nord Stream 1 gas pipeline located?", "gold_answers": ["Not mentioned."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20230702.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 2020.emnlp-main.213.pdf document : How does the Translation Ranking model process its inputs according to Figure 2?", "gold_answers": ["The model processes its inputs by encoding each segment independently using a pretrained cross-lingual encoder, followed by a pooling layer to produce sentence embeddings, and finally, the embeddings are used to compute the triplet margin loss."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/2020.emnlp-main.213.pdf"], "video": null, "audio": null}
{"question": "Here is a question from 20220817.pdf document : Are hearing aids covered by basic Medicare?", "gold_answers": ["No."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/20220817.pdf"], "video": null, "audio": null}
{"question": "Here is a question from INCSR-Vol-INCSR-Vol.-2-pdf.pdf document : What is the mandate of the Financial Services Authority (FSA) in Saint Vincent and the Grenadines?", "gold_answers": ["The mandate of the FSA is to supervise the offshore financial sector."], "data_source": "DocBench", "task_type": "mmreasoning", "modality": "vl", "images": ["resources/INCSR-Vol-INCSR-Vol.-2-pdf.pdf"], "video": null, "audio": null}