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475k
eb2373d2
0
Was there ever a Swedish King or Queen Regent who have been married more than three times? If so, please list their names
["None"]
true
The model's answer correctly states that no Swedish monarch has been married more than three times, which aligns with the reference answer. The model provides additional context by mentioning specific monarchs and their number of marriages, supporting the claim.
0.75
false
7
[{"round": 1, "tool": "browser.search", "args": {"query": "Swedish king married four times", "topn": 10, "source": "news"}, "result_len": 3331}, {"round": 2, "tool": "browser.search", "args": {"query": "list of Swedish monarchs marriages", "topn": 10, "source": "news"}, "result_len": 2910}, {"round": 3, "tool": "browse...
16.686418
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to answer: Was there ever a Swedish King or Queen Regent who have been married more than three times? Provide names if so.\n\nSwedish monarchy history: need to identify any king or queen regent (i.e., regent, not necessarily reigning monarch?) who...
934c742d
3
Which year since 1960 saw the greatest increase in voter turnout for a US Presidential election over the previous election and who was its winner?
[["2020", "Joe Biden"]]
Year: 2020; Winner: Joe Biden
true
The model's answer correctly identifies the year 2020 as having the greatest increase in voter turnout since 1960 and names Joe Biden as the winner, which matches the reference answer.
1
false
6
[{"round": 1, "tool": "browser.search", "args": {"query": "United States presidential election voter turnout percentages 1960 1964 1968 1972 1976 1980 1984 1988 1992 1996 2000 2004 2008 2012 2016 2020", "topn": 10, "source": "news"}, "result_len": 3488}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": ...
22.287557
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>We need to find, for US presidential elections since 1960, the year that saw the greatest increase in voter turnout compared to the previous election, and identify its winner (the candidate who won that election). So we need turnout percentages per electi...
be19a780
0
Which female artist has won the most Album of the Year Grammy awards since 2005?
["Taylor Swift"]
Taylor Swift
true
The model's answer 'Taylor Swift' is factually correct and matches the reference answer.
1
false
6
[{"round": 1, "tool": "browser.search", "args": {"query": "Grammy Album of the Year winners list 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023", "topn": 10, "source": "news"}, "result_len": 3279}, {"round": 2, "tool": "browser.open", "args": {"cursor": 0, "id": 1}, "resu...
24.08221
success
[{"role": "assistant", "content": "<|channel|>analysis<|message|>We need female artist with most Album of the Year Grammy wins since 2005. Need to look at Grammy winners list. Album of the Year winners each year. Determine female artists who have won multiple times since 2005. Likely Adele (won 2009 for \"21\", 2012 fo...
eb2373d2
1
"Was there ever a Swedish King or Queen Regent who have been married more than three times? If so, p(...TRUNCATED)
["None"]
No
true
"The model's answer 'No' conveys the same factual information as the reference answer, which is that(...TRUNCATED)
0.75
false
9
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"Swedish monarch married four (...TRUNCATED)
25.360126
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to answer: Swedish (...TRUNCATED)
6dc6006c
3
"Of Iceland, New Zealand, Holland, and England, put in chronologic order which had a female leader f(...TRUNCATED)
["Holland", "England", "Iceland", "New Zealand"]
England (1837) rightarrow Holland (1890) rightarrow Iceland (1980) rightarrow New Zealand (1997)
true
"The model's answer correctly lists the countries in chronological order based on when they first ha(...TRUNCATED)
0.5
false
7
"[{\"round\": 1, \"tool\": \"functions.paper_search\", \"args\": {\"query\": \"first female prime mi(...TRUNCATED)
27.17483
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to determine which (...TRUNCATED)
be19a780
2
Which female artist has won the most Album of the Year Grammy awards since 2005?
["Taylor Swift"]
Taylor Swift
true
The model's answer 'Taylor Swift' is factually correct and matches the reference answer.
1
false
10
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"Grammy Album of the Year winn(...TRUNCATED)
28.466832
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to identify female (...TRUNCATED)
934c742d
0
"Which year since 1960 saw the greatest increase in voter turnout for a US Presidential election ove(...TRUNCATED)
[["2020", "Joe Biden"]]
2020 – winner: Joe Biden
true
"The model's answer correctly identifies 2020 as the year with the greatest increase in voter turnou(...TRUNCATED)
1
false
11
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"US presidential election vote(...TRUNCATED)
29.272834
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to find, for each U(...TRUNCATED)
934c742d
1
"Which year since 1960 saw the greatest increase in voter turnout for a US Presidential election ove(...TRUNCATED)
[["2020", "Joe Biden"]]
Year: 2020 Winner: Joe Biden
true
"The model's answer correctly identifies 2020 as the year with the greatest increase in voter turnou(...TRUNCATED)
1
false
11
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"U.S. presidential election vo(...TRUNCATED)
29.310207
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to find for each US(...TRUNCATED)
934c742d
2
"Which year since 1960 saw the greatest increase in voter turnout for a US Presidential election ove(...TRUNCATED)
[["2020", "Joe Biden"]]
Year: 2020 Winner: Joe Biden
true
"The model's answer correctly identifies 2020 as the year with the greatest increase in voter turnou(...TRUNCATED)
1
false
7
"[{\"round\": 1, \"tool\": \"browser.search\", \"args\": {\"query\": \"US presidential election vote(...TRUNCATED)
30.190144
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>We need to find, for each U(...TRUNCATED)
6dc6006c
2
"Of Iceland, New Zealand, Holland, and England, put in chronologic order which had a female leader f(...TRUNCATED)
["Holland", "England", "Iceland", "New Zealand"]
England (1558) → Holland (1890) → Iceland (1980) → New Zealand (1997)
false
"The model's answer incorrectly places England before Holland. Holland had a female leader in 1890, (...TRUNCATED)
0.5
false
10
"[{\"round\": 1, \"tool\": \"functions.paper_search\", \"args\": {\"query\": \"first female prime mi(...TRUNCATED)
32.547153
success
"[{\"role\": \"assistant\", \"content\": \"<|channel|>analysis<|message|>The user asks: Of Iceland, (...TRUNCATED)
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monaco-gpt-oss-120b-260222

Deep research agent evaluation on rl-rag/monaco_test (train split).

Results

Metric Value
pass@4 66.8%
avg@4 49.1%
Trajectory accuracy 49.1% (2581/5260)
Questions 1315
Trajectories 5260 (4 per question)
Avg tool calls 14.6
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.open 39,419 51%
browser.search 22,400 29%
browser.find 14,142 18%
functions.paper_search 742 1.0%
functions.pubmed_search 31 0.0%

Total: 76,734 tool calls (14.6 per trajectory)

⚠️ Contamination: 2/5260 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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