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44fb8473
1
Which individual, known for taking on production responsibilities on television programs such as those handled by a line producer and by participating in the casting of performers, lent their voice to the title character of a Swedish adaptation of a Russian children’s figure in a long-running series, and is also a sibl...
Agneta Bolme Börjefors
Agneta Bolme Börjefors
true
The model's answer is correct as it matches the reference answer, identifying Agneta Bolme Börjefors as the individual described in the question.
1
false
9
[{"round": 1, "tool": "browser.search", "args": {"query": "Anne Gullestad mother of actress Arild Haaland uncle Norwegian actress president of international actors federation director Den Nationale Scene", "topn": 10, "source": "news"}, "result_len": 1193}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id...
33.74648
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>The question is complex. Need identify individual with many connections.\n\nWe need person who:\n- known for taking on production responsibilities on TV programs such as those handled by a line producer and by participating in casting of performers (i.e.,...
a9c6c680
2
Which small settlement, whose several hundred inhabitants were recorded in a nationwide population survey carried out by the country's main statistics body within a constitutional system where a highest religious-political authority, an elected assembly of Islamic jurists that chooses and can remove this authority, the...
Ahmadabad-e Razavi
Yusefabad (village in Eslamiyeh Rural District, Rafsanjan County, Kerman Province)
false
The model's answer, Yusefabad, does not match the reference answer, Ahmadabad-e Razavi. Both are villages in the Eslamiyeh Rural District, Rafsanjan County, Kerman Province, but the question specifically refers to Ahmadabad-e Razavi.
0
false
10
[{"round": 1, "tool": "browser.search", "args": {"query": "Eslamiyeh Rural District Central District Rafsanjan County village", "topn": 10, "source": "news"}, "result_len": 3034}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": 3}, "result_len": 2438}, {"round": 3, "tool": "browser.open", "args": {"cur...
36.202141
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to parse the question. It's asking: Which small settlement (village) whose several hundred inhabitants were recorded in a nationwide population survey carried out by the country's main statistics body within a constitutional system... etc. Basical...
318b8990
3
In botany, what general kind of structure is exemplified both by the compact lateral formations on a leafy vegetable sometimes described as miniature cabbages, belonging to the group of plants that includes species such as Brassica juncea and vegetables like tatsoi, mizuna, and the turnip, yields edible oils such as ra...
Bud
Bud
true
The model's answer 'Bud' is correct as it matches the reference answer and accurately describes the general kind of structure exemplified by the compact lateral formations on a leafy vegetable, such as Brussels sprouts, which are miniature cabbages. The description also aligns with the characteristics of plants in the ...
1
false
9
[{"round": 1, "tool": "browser.search", "args": {"query": "protective outgrowths used to identify long-lived temperate trees and shrubs when foliage has fallen", "topn": 10, "source": "news"}, "result_len": 3092}, {"round": 2, "tool": "browser.search", "args": {"query": "bud scales identification tree species winter", ...
36.090125
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to parse the question. It asks: \"In botany, what general kind of structure is exemplified both by the compact lateral formations on a leafy vegetable ... and by the protective outgrowths used to identify long\u2011lived temperate trees and shrubs...
2539331e
0
"Which Russian politician, long associated with a large Ural city that once carried the name of a Bo(...TRUNCATED)
Arkady Chernetsky
Arkady Mikhaylovich Chernetsky
true
"The model's answer 'Arkady Mikhaylovich Chernetsky' provides the full name of the individual referr(...TRUNCATED)
0.5
false
12
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"Yekaterinburg Byzantine Reviv(...TRUNCATED)
42.256908
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to identify a Russi(...TRUNCATED)
2539331e
1
"Which Russian politician, long associated with a large Ural city that once carried the name of a Bo(...TRUNCATED)
Arkady Chernetsky
Arkady Mikhaylovich Chernetsky
true
"The model's answer 'Arkady Mikhaylovich Chernetsky' provides the full name of the politician, which(...TRUNCATED)
0.5
false
11
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"Ploshchad 1905 Goda Uralskaya(...TRUNCATED)
42.983246
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to parse the questi(...TRUNCATED)
019c157f
2
"Which Hindi film personality, originating from a city in present-day Maharashtra whose state-run bu(...TRUNCATED)
Bhagwan Dada
Bhagwan Dada (Bhagwan Abhaji Palav)
true
"The model's answer correctly identifies the Hindi film personality as Bhagwan Dada, also known as B(...TRUNCATED)
1
false
10
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"national highway near Jorabat(...TRUNCATED)
46.695212
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to parse the comple(...TRUNCATED)
f2c8da9d
1
"Which 19th‑century French painter created a bustling fish‑market scene now displayed in a Berli(...TRUNCATED)
Alexandre-Marie Colin
Alexandre‑Marie Colin
true
"The model's answer 'Alexandre‑Marie Colin' is factually the same as the reference answer 'Alexand(...TRUNCATED)
1
false
17
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"French painter fish market sc(...TRUNCATED)
48.590846
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need identify a 19th-cen(...TRUNCATED)
25b90558
3
"Which U.S. record label, originally associated with artists ranging from a group whose best-selling(...TRUNCATED)
Coral Records
true
"The model's answer correctly identifies Coral Records as the U.S. record label described in the que(...TRUNCATED)
0.75
false
7
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"\\\"shy butcher\\\" drama fil(...TRUNCATED)
51.828934
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to parse the comple(...TRUNCATED)
e49c28b3
0
"Which still-life artist, born in a northern state later known for a flourishing painting tradition,(...TRUNCATED)
Cornelis de Heem
Jan Davidsz. de Heem
true
"Jan Davidsz. de Heem and Cornelis de Heem were both still-life artists associated with the same reg(...TRUNCATED)
0.5
false
15
"[{\"round\": 1, \"tool\": \"functions.paper_search\", \"args\": {\"query\": \"still life tabletop b(...TRUNCATED)
56.566695
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need identify a still-li(...TRUNCATED)
25b90558
2
"Which U.S. record label, originally associated with artists ranging from a group whose best-selling(...TRUNCATED)
Coral Records
false
"The model's answer, MCA Records, is incorrect. The question describes a complex history involving v(...TRUNCATED)
0.75
false
11
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"musician grew up singing in c(...TRUNCATED)
57.430195
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to parse the comple(...TRUNCATED)
End of preview. Expand in Data Studio

bc-synthetic-extra-hard-gpt-oss-120b

Deep research agent evaluation on rl-rag/bc_synthetic_extra_hard_test-0307 (test split).

Results

Metric Value
pass@4 83.4%
avg@4 67.8%
Trajectory accuracy 67.8% (556/820)
Questions 205
Trajectories 820 (4 per question)
Avg tool calls 21.3
Full conversations ✅

Model & Setup

Model gpt-oss-120b
Judge gpt-4o
Max tool calls 50
Temperature 0.7
Blocked domains huggingface.co

Tool Usage

Tool Calls %
browser.search 9,702 56%
browser.open 5,751 33%
browser.find 1,541 9%
functions.paper_search 360 2%
functions.pubmed_search 12 0.1%

Total: 17,366 tool calls (21.3 per trajectory)

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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