qid stringlengths 8 8 | traj_idx int64 0 3 | question stringlengths 116 1.35k | reference_answer stringlengths 1 168 | boxed_answer stringlengths 0 321 | correct bool 2
classes | judge_explanation stringlengths 9 685 | question_accuracy float64 0 1 | contaminated bool 2
classes | num_tool_calls int64 1 50 | tool_calls stringlengths 150 7.87k | latency_s float64 4.05 407 | status stringclasses 2
values | conversation stringlengths 5.8k 381k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ae697de2 | 0 | What is the name of the author of the work that examines fractured tradition in medicine, analyzes ethical dilemmas, and applies the philosophies and theories of the developer of tradition-based narrative ethics, whose theories are also applied in "Studies in War, Business, and Environmental Ethics" which analyzes busi... | Griffin Trotter | Griffin Trotter | true | The model's answer is correct because it identifies Griffin Trotter as the author who examines fractured tradition in medicine and applies tradition-based narrative ethics, which aligns with the reference answer. | 0.75 | true | 8 | [{"round": 1, "tool": "browser.search", "args": {"query": "\"fractured tradition\" medicine ethical dilemmas tradition-based narrative ethics", "topn": 10, "source": "news"}, "result_len": 3624}, {"round": 2, "tool": "browser.search", "args": {"query": "\"tradition-based narrative ethics\"", "topn": 10, "source": "news... | 22.934958 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to parse the question.\n\n\"the work that examines fractured tradition in medicine, analyzes ethical dilemmas, and applies the philosophies and theories of the developer of tradition-based narrative ethics, whose theories are also applied in 'Stud... |
e31920d2 | 0 | "On 16 August 1986, the opening match of a team that won 10 consecutive DDR-Oberliga titles between 1978 and 1988 took place at a sports complex with multiple facilities in Berlin. How many spectators attended this match?" | 12,000 | 12,000 | true | The model's answer matches the reference answer in terms of the number of spectators, which is 12,000. | 1 | true | 5 | [{"round": 1, "tool": "browser.search", "args": {"query": "BFC Dynamo 10 consecutive DDR-Oberliga titles 1978 1988", "topn": 10, "source": "news"}, "result_len": 2979}, {"round": 2, "tool": "browser.search", "args": {"query": "\"16 August 1986\" BFC Dynamo match", "topn": 10, "source": "news"}, "result_len": 2246}, {"r... | 26.899983 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to parse question: Opening match of a team that won 10 consecutive DDR-Oberliga titles between 1978 and 1988. Which team? DDR-Oberliga was East German football top league. The team that won 10 consecutive titles 1978-1988? That's BFC Dynamo (Berli... |
ae697de2 | 3 | What is the name of the author of the work that examines fractured tradition in medicine, analyzes ethical dilemmas, and applies the philosophies and theories of the developer of tradition-based narrative ethics, whose theories are also applied in "Studies in War, Business, and Environmental Ethics" which analyzes busi... | Griffin Trotter | Griffin Trotter | true | The model's answer is correct because it identifies Griffin Trotter as the author who examines fractured tradition in medicine and applies tradition-based narrative ethics, which aligns with the reference answer. | 0.75 | true | 8 | [{"round": 1, "tool": "browser.search", "args": {"query": "\"fractured tradition\" medicine ethics narrative tradition based narrative ethics", "topn": 10, "source": "news"}, "result_len": 3384}, {"round": 2, "tool": "browser.search", "args": {"query": "\"tradition-based narrative ethics\"", "topn": 10, "source": "news... | 28.890437 | success | [{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to parse the question.\n\nIt asks: \"What is the name of the author of the work that examines fractured tradition in medicine, analyzes ethical dilemmas, and applies the philosophies and theories of the developer of tradition-based narrative ethic... |
53851414 | 1 | "In 2011, which publisher published a work covering a process that recovers nickel, cobalt, and plat(...TRUNCATED) | Elsevier | Springer | false | "The model's answer 'Springer' does not match the reference answer 'Elsevier', and there is no indic(...TRUNCATED) | 0.75 | false | 13 | "[{\"round\": 1, \"tool\": \"functions.paper_search\", \"args\": {\"query\": \"calcination lithium s(...TRUNCATED) | 29.690313 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need identify a work (li(...TRUNCATED) |
4590fe32 | 3 | "What is the name of the person who provided testimony that helped convict two gang leaders—the le(...TRUNCATED) | Shouse, one of the first members of the Dillinger gang | Edward “Ed” Shouse | true | "The model's answer 'Edward “Ed” Shouse' correctly identifies the person who provided testimony (...TRUNCATED) | 0.5 | true | 21 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"testimony helped convict Harr(...TRUNCATED) | 30.244294 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need name of person who (...TRUNCATED) |
53851414 | 0 | "In 2011, which publisher published a work covering a process that recovers nickel, cobalt, and plat(...TRUNCATED) | Elsevier | Elsevier | true | "The model's answer 'Elsevier' matches the reference answer and correctly identifies the publisher o(...TRUNCATED) | 0.75 | true | 10 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"2011 calcination lithium salt(...TRUNCATED) | 30.561193 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to identify a work (...TRUNCATED) |
4590fe32 | 1 | "What is the name of the person who provided testimony that helped convict two gang leaders—the le(...TRUNCATED) | Shouse, one of the first members of the Dillinger gang | Wilbur Sharp | false | "The model's answer 'Wilbur Sharp' is incorrect. The correct person who provided testimony was Shous(...TRUNCATED) | 0.5 | true | 12 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"testimony that helped convict(...TRUNCATED) | 32.819843 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to parse the questi(...TRUNCATED) |
53851414 | 3 | "In 2011, which publisher published a work covering a process that recovers nickel, cobalt, and plat(...TRUNCATED) | Elsevier | Elsevier Ltd | true | "The model's answer 'Elsevier Ltd' conveys the same factual information as the reference answer 'Els(...TRUNCATED) | 0.75 | false | 22 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"2011 calcination lithium salt(...TRUNCATED) | 33.896068 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to identify a work (...TRUNCATED) |
4590fe32 | 0 | "What is the name of the person who provided testimony that helped convict two gang leaders—the le(...TRUNCATED) | Shouse, one of the first members of the Dillinger gang | Wilbur Sharp | false | "The model's answer 'Wilbur Sharp' is incorrect. The correct person who provided testimony was Shous(...TRUNCATED) | 0.5 | true | 13 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"1933 jailbreak fake official (...TRUNCATED) | 34.341936 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need the name of the per(...TRUNCATED) |
e31920d2 | 2 | "\"On 16 August 1986, the opening match of a team that won 10 consecutive DDR-Oberliga titles betwee(...TRUNCATED) | 12,000 | 12,000 | true | "The model's answer matches the reference answer in terms of the number of spectators, which is 12,0(...TRUNCATED) | 1 | true | 6 | "[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"16 August 1986 opening match (...TRUNCATED) | 38.090913 | success | "[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to identify DDR-Obe(...TRUNCATED) |
End of preview. Expand in Data Studio
webshaper-gpt-oss-120b-260222
Deep research agent evaluation on Alibaba-NLP/WebShaper.
Results
| Metric | Value |
|---|---|
| pass@4 | 88.4% |
| avg@4 | 72.4% |
| Trajectory accuracy | 72.4% (1447/2000) |
| Questions | 500 |
| Trajectories | 2000 (4 per question) |
| Avg tool calls | 19.6 |
| Full conversations | ✅ |
Model & Setup
| Model | gpt-oss-120b |
| Judge | gpt-4o |
| Max tool calls | 50 |
| Temperature | 0.7 |
| Blocked domains | None |
Tool Usage
| Tool | Calls | % |
|---|---|---|
browser.search |
18,746 | 48% |
browser.open |
14,484 | 37% |
browser.find |
5,376 | 14% |
functions.paper_search |
413 | 1% |
functions.pubmed_search |
10 | 0% |
Total: 39,029 tool calls (19.6 per trajectory)
⚠️ Contamination: 301/2000 trajectories flagged (search results contained evaluation dataset pages). Filter with ds.filter(lambda x: not x['contaminated']).
Columns
| Column | Description |
|---|---|
qid |
Question ID |
traj_idx |
Trajectory index (0-3) |
question |
Input question |
reference_answer |
Ground truth answer |
boxed_answer |
Model's extracted \boxed{} answer |
correct |
GPT-4o judge verdict |
judge_explanation |
Judge's reasoning |
question_accuracy |
Fraction of trajectories correct for this question (difficulty: 0=hardest, 1=easiest) |
num_tool_calls |
Number of tool calls in trajectory |
tool_calls |
Tool call log (JSON) |
conversation |
Full trajectory with reasoning + tool responses (JSON) |
contaminated |
Whether search results contained evaluation dataset pages |
latency_s |
Generation time in seconds |
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