task_type string | task_name string | subtask_name string | input_question string | input_choice_list dict | input_final_prompts sequence | input_correct_responses sequence | output_prediction_text sequence | output_parsed_answer string | output_choice_completions null | output_choice_negative_log_likelihoods null | output_metrics dict | is_correct bool | input_question_hash string | input_final_prompts_hash sequence | benchmark_label string | eval_config dict | my_prediction_text string | text_score int64 | my_parsed_answer string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.professional_medicine | A 26-year-old woman is brought to the emergency department because of an 8-hour history of severe back and abdominal pain and mild but persistent vaginal bleeding. Ultrasonography of the abdomen shows a 2-cm ectopic pregnancy in the ampulla. The ampulla has ruptured into the surrounding tissue. Fluid from this rupture ... | {
"A": "Lesser peritoneal cavity",
"B": "Mesometrium",
"C": "Pouch of Douglas",
"D": "Uterine cavity"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: A 26-year-old woman is brought to the emergency department because of an 8-hour history of severe back and abdominal pain and mild but persistent vaginal bleedin... | [
"C"
] | [
"## Step 1: Identify the location of the ectopic pregnancy\nThe ectopic pregnancy is located in the ampulla, which is a part of the fallopian tube.\n\n## Step 2: Determine the direction of fluid spread from the rupture\nWhen the ampulla ruptures, the fluid will spread in the direction of gravity and the least resis... | C | null | null | {
"acc": 1,
"correct_format": 1
} | true | b5410f49254c6f37b44e814baf96197f2a8dc417a346d61e7d5f120df4d35295 | [
"f0ab922e57d556fa45c71cd352ad24debf1e58922df49432993f0082f2c1ed87"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is D. The answer is... | 0 | D |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.miscellaneous | The Federal Reserve implements an expansionary policy by doing which of the following? | {
"A": "Buying Treasury bonds in the open market",
"B": "Raising the federal funds rate",
"C": "Raising the discount rate",
"D": "Raising the required reserve ratio"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: The Federal Reserve implements an expansionary policy by doing which of the following?\nA. Buying Treasury bonds in the open market\nB. Raising the federal funds... | [
"A"
] | [
"## Step 1: Understanding the goal of an expansionary policy\nThe Federal Reserve implements an expansionary policy to stimulate economic growth by increasing the money supply and encouraging borrowing and spending.\n\n## Step 2: Analyzing the options\n- Buying Treasury bonds in the open market (A) increases the mo... | A | null | null | {
"acc": 1,
"correct_format": 1
} | true | dec24fccc302afaa9c3f57ee163c670a6d589dae5c605f594446dd6c59d252c8 | [
"02c091dbbe7d0683e97185e19dce9b621b6006d73f24004a9a067aa0218a930a"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | Based<|1961|><|1944|><|6074|><|3099|><|5346|><|4000|><|3376|><|5094|><|6074|><|9275|><|6074|><|5346|><|3669|><|4000|><|4000|><|8604|><|8604|><|8604|><|6074|><|6074|><|6074|><|6074|><|8809|><|1895|><|6074|><|1149|><|1895|><|1895|><|5911|><|6074|><|8809|><|8809|><|8809|><|8809|><|8809|><|8809|><|8809|><|8809|><|8809|><|... | 0 | |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.high_school_psychology | The scores of Brian's team on the quiz were: 8, 6, 9, 7, 10, 9, 5, 4, 9. The median of the team's scores is | {
"A": "9",
"B": "8",
"C": "7.5",
"D": "7"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: The scores of Brian's team on the quiz were: 8, 6, 9, 7, 10, 9, 5, 4, 9. The median of the team's scores is\nA. 9\nB. 8\nC. 7.5\nD. 7\n\n- For simple problems:\n... | [
"B"
] | [
"## Step 1: First, we need to arrange the scores in ascending order to find the median.\nThe scores in ascending order are: 4, 5, 6, 7, 8, 9, 9, 9, 10.\n\n## Step 2: Since there are an odd number of scores, the median is the middle value, which is the 5th value in the ordered list.\nThe 5th value in the ordered lis... | B | null | null | {
"acc": 1,
"correct_format": 1
} | true | d7f75379e2b394982a6769c6141b4b9c8b35cd51658918f2e3c87e248fb27a2a | [
"0bcc9deb5aac6a1d4932e4065f073477f79589d107964fc6367263e07ef42090"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | To find the best answer.
I'm<|7701|><|1895|><|6074|><|6074|><|6074|><|1961|><|907|><|945|><|7988|><|1172|><|6462|><|2740|><|9010|><|9397|><|9896|><|3068|><|5967|><|7158|><|397|><|8822|><|8822|> that's<|1961|><|1961|><|5206|><|1961|><|1961|><|1961|><|6289|><|8635|><|1288|><|7139|><|9181|><|9181|><|337|><|4755|><|897... | 0 | |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.high_school_macroeconomics | The crowding-out effect from government borrowing is best described as | {
"A": "the rightward shift in AD in response to the decreasing interest rates from contractionary fiscal policy.",
"B": "the leftward shift in AD in response to the rising interest rates from expansionary fiscal policy.",
"C": "the effect of the President increasing the money supply which decreases real interest... | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: The crowding-out effect from government borrowing is best described as\nA. the rightward shift in AD in response to the decreasing interest rates from contractio... | [
"B"
] | [
"## Step 1: Understand the concept of crowding-out effect\nThe crowding-out effect refers to the phenomenon where an increase in government borrowing leads to higher interest rates, which in turn reduces private sector borrowing and investment.\n\n## Step 2: Analyze the options in relation to the crowding-out effec... | B | null | null | {
"acc": 1,
"correct_format": 1
} | true | 17b705b4ad0dacb4b60bae74f9f4ce042ebfe053dbbaa4f9019a0fed67670eac | [
"4564d4ccb26313323d69dad7a8d7cf770e9a160d657068e2663b01924bd9ab21"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer is A. The correct answer ... | 0 | A |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.high_school_microeconomics | The demand curve for a perfectly competitive firm's product is | {
"A": "downward sloping and equal to the market demand curve.",
"B": "perfectly elastic.",
"C": "perfectly inelastic.",
"D": "kinked at the going market price."
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: The demand curve for a perfectly competitive firm's product is\nA. downward sloping and equal to the market demand curve.\nB. perfectly elastic.\nC. perfectly in... | [
"B"
] | [
"## Step 1: Understand the characteristics of a perfectly competitive market\nIn a perfectly competitive market, many firms produce a homogeneous product, and no single firm has the power to influence the market price.\n\n## Step 2: Determine the shape of the demand curve for a perfectly competitive firm\nGiven the... | B | null | null | {
"acc": 1,
"correct_format": 1
} | true | db37c1b85d901b2b626323ecc6d4c51f32c54a4219c2bbf15ad12abee78eefc7 | [
"54bf47bf9d80ed5a2d772def2234ceb24f596f0e02fc4e00d310da61723adb12"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The demand curve the perfect<|2142|><|4130|><|6518|><|235|><|5707|><|555|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|1895|><|4874|><|950... | 0 | |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.moral_scenarios | For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US as of 2020? Scenario 1 | I told my boss my head ached so I could go home and play video games. Scenario 2 | I took my friend's sweater so I could have it dry-cl... | {
"A": "Wrong, Wrong",
"B": "Wrong, Not wrong",
"C": "Not wrong, Wrong",
"D": "Not wrong, Not wrong"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: For which of these two scenarios does the main character (who uses I/me/my) do something clearly morally wrong, according to ordinary moral standards in the US a... | [
"B"
] | [
"## Step 1: Analyze the first scenario\nIn the first scenario, the main character tells their boss that they have a headache so they can go home and play video games. This is considered dishonest and a misuse of a legitimate reason for taking time off, which is to recover from illness or injury.\n\n## Step 2: Deter... | A | null | null | {
"acc": 0,
"correct_format": 1
} | false | 11e69c4517bb481390e11efda1c1e3fc4b36ac4055c99cfe6f6c423e754b5ff0 | [
"7b194f7b2f77aae299c677ecedc36beddfeb173a578a7dd2ca843d36384f8189"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | Based on the two scenarios, the main character does something clearly morally wrong, according to ordinary moral standards in the US as of 2020.
According to the two scenarios, the main character does something clearly morally wrong, according to ordinary moral standards in the US as of 2020.
According to the tw... | 0 | |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.high_school_biology | The reaction A + B → C is catalyzed by enzyme K. If the reaction is in equilibrium, which of the following would allow more product C to be produced? | {
"A": "removing some of reactant A",
"B": "removing some of reactant C",
"C": "adding more enzyme K",
"D": "increasing the temperature of the system"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: The reaction A + B → C is catalyzed by enzyme K. If the reaction is in equilibrium, which of the following would allow more product C to be produced?\nA. removin... | [
"B"
] | [
"## Step 1: Understanding the equilibrium of a chemical reaction\nWhen a chemical reaction is in equilibrium, the rates of the forward and reverse reactions are equal, and the concentrations of the reactants and products remain constant.\n\n## Step 2: Considering the effect of removing reactant A\nRemoving some of ... | A | null | null | {
"acc": 0,
"correct_format": 1
} | false | fb4dda88e49dbad75c6e9d0782a10d337c893ba79e6ad710945fa1cf52ea4bdf | [
"dbba9c33713126ed2b2beedc87e68dad7b4c4eb96ad0b839353636a7509bdacd"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The reaction A. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Removing the reactant. Remo... | 0 | |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.global_facts | Ross Perot makes polling history by leading the presidential race briefly in June as a third-party candidate with 39%. He winds up with _% of the popular vote. | {
"A": "1",
"B": "7",
"C": "13",
"D": "19"
} | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: Ross Perot makes polling history by leading the presidential race briefly in June as a third-party candidate with 39%. He winds up with _% of the popular vote.\n... | [
"D"
] | [
"## Step 1: Recall the historical context of Ross Perot's presidential campaign\nRoss Perot ran as an independent candidate in the 1992 presidential election.\n\n## Step 2: Identify the outcome of Ross Perot's campaign\nRoss Perot received 18.9% of the popular vote in the 1992 presidential election.\n\n## Step 3: M... | D | null | null | {
"acc": 1,
"correct_format": 1
} | true | 7d00d25ff3b62237627e61462fc383ca4a726874fb2edc175d528611628f6ad8 | [
"2583a14811442349dd45430437ed80977f61f7fe901c93508178250212296312"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The best answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is D. The closest answer is ... | 1 | D |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.professional_law | A customer in a restaurant ordered a bowl of the restaurant's famous homemade Manhattan clam chowder. While eating the chowder, the customer broke a tooth on a pebble in the soup, which a reasonable inspection would not have discovered. When the customer complained to the restaurant's owner, the owner admitted that the... | {
"A": "recover, if a reasonable consumer would not expect the presence of such a pebble in the chowder.",
"B": "recover, but only if the restaurant had received prior notice of the defective condition of the soup.",
"C": "not recover, because a reasonable inspection of the soup would not have disclosed the exist... | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: A customer in a restaurant ordered a bowl of the restaurant's famous homemade Manhattan clam chowder. While eating the chowder, the customer broke a tooth on a p... | [
"A"
] | [
"## Step 1: The customer is bringing a strict liability action against the restaurant for serving a bowl of Manhattan clam chowder that contained a pebble, which broke the customer's tooth.\nThe customer is seeking to hold the restaurant liable for the harm caused by the pebble in the chowder.\n\n## Step 2: To reco... | A | null | null | {
"acc": 1,
"correct_format": 1
} | true | 83a209758af1054377225e550f9a6828e2693b8e424cbc26f5d38da541221000 | [
"354229ee54edf2c9cadc4ae912d91c4f0020aac69bc3132d14ce5c994bcc78d1"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The correct answer is D. The customer broke a tooth on a pebble in the soup. The reasonable inspection would not have discovered. The customer complained to the restaurant's owner. The owner admitted that the soup was not homemade, but it had been poured from a can of chowder purchased from a wholesale distributor of ... | 0 | D |
Generative | mmlu_chat_cot_flan_zeroshot | mmlu_chat_cot.moral_disputes | Advocates of care ethics argue that | {
"A": "care ethics is an important development of virtue ethics.",
"B": "that traditional moral theories have difficulty explaining the rightness or wrongness of attitudes.",
"C": "that the only important more concepts are care and compassion.",
"D": "that we should think about welfare and happiness in terms o... | [
"<|start_header_id|>user<|end_header_id|>\n\nGiven the following question and four candidate answers (A, B, C and D), choose the best answer.\n\nQuestion: Advocates of care ethics argue that\nA. care ethics is an important development of virtue ethics.\nB. that traditional moral theories have difficulty explaining... | [
"B"
] | [
"## Step 1: Understanding the question\nThe question asks about the arguments made by advocates of care ethics.\n\n## Step 2: Examining the options\nOption A suggests that care ethics is a development of virtue ethics, which is a different moral theory. Option B implies that traditional moral theories have difficul... | C | null | null | {
"acc": 0,
"correct_format": 1
} | false | a225690845afb149f324f2edb6e5716c2abf948454347a6d7adb56471ebd34ba | [
"36ad4f48e0d7246e9bf4ee190488ee2db2fd94fab25976554b747deee273ad01"
] | MMLU (0-shot, CoT) | {
"max_gen_len": "1024",
"max_prompt_len": "3840",
"num_few_shot": "0",
"num_generations": "1",
"prompt_fn": "functools.partial(<function jinja_dialog_format at 0x7f38c1aebbe0>, template={'prompt': 'Given the following question and four candidate answers (A, B, C and D), choose the best answer.\\n\\nQuestion:... | The best answer is A. Care ethics argue that care ethics is a development of virtue ethics.
The best answer is A. Care ethics argue that care ethics is a development of virtue ethics.<|eot_id|><|end_of_text|><|end_of_text|><|end_of_text|><|end_of_text|><|end_of_text|><|end_of_text|><|end_of_text|><|end_of_text|><|e... | 0 | A |
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