model_id
stringclasses
8 values
agent_action_type
stringclasses
3 values
source
stringclasses
3 values
acc
float64
0
0.88
Qwen/Qwen2.5-72B-Instruct
code
GAIA
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Qwen/Qwen2.5-72B-Instruct
code
MATH
0.76
Qwen/Qwen2.5-72B-Instruct
code
SimpleQA
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Qwen/Qwen2.5-72B-Instruct
vanilla
GAIA
0.0625
Qwen/Qwen2.5-72B-Instruct
vanilla
MATH
0.3
Qwen/Qwen2.5-72B-Instruct
vanilla
SimpleQA
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Qwen/Qwen2.5-Coder-32B-Instruct
code
GAIA
0.25
Qwen/Qwen2.5-Coder-32B-Instruct
code
MATH
0.86
Qwen/Qwen2.5-Coder-32B-Instruct
code
SimpleQA
0.86
Qwen/Qwen2.5-Coder-32B-Instruct
vanilla
GAIA
0.03125
Qwen/Qwen2.5-Coder-32B-Instruct
vanilla
MATH
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Qwen/Qwen2.5-Coder-32B-Instruct
vanilla
SimpleQA
0.08
anthropic/claude-3-5-sonnet-latest
code
GAIA
0.5625
anthropic/claude-3-5-sonnet-latest
code
MATH
0.82
anthropic/claude-3-5-sonnet-latest
code
SimpleQA
0.82
anthropic/claude-3-5-sonnet-latest
tool_calling
GAIA
0
anthropic/claude-3-5-sonnet-latest
tool_calling
MATH
0.54
anthropic/claude-3-5-sonnet-latest
tool_calling
SimpleQA
0
anthropic/claude-3-5-sonnet-latest
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GAIA
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anthropic/claude-3-5-sonnet-latest
vanilla
MATH
0.5
anthropic/claude-3-5-sonnet-latest
vanilla
SimpleQA
0.34
meta-llama/Llama-3.1-8B-Instruct
code
GAIA
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meta-llama/Llama-3.1-8B-Instruct
code
MATH
0.14
meta-llama/Llama-3.1-8B-Instruct
code
SimpleQA
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meta-llama/Llama-3.1-8B-Instruct
vanilla
GAIA
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meta-llama/Llama-3.1-8B-Instruct
vanilla
MATH
0.18
meta-llama/Llama-3.1-8B-Instruct
vanilla
SimpleQA
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meta-llama/Llama-3.2-3B-Instruct
code
GAIA
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meta-llama/Llama-3.2-3B-Instruct
code
MATH
0.4
meta-llama/Llama-3.2-3B-Instruct
code
SimpleQA
0.2
meta-llama/Llama-3.2-3B-Instruct
vanilla
GAIA
0
meta-llama/Llama-3.2-3B-Instruct
vanilla
MATH
0.12
meta-llama/Llama-3.2-3B-Instruct
vanilla
SimpleQA
0
meta-llama/Llama-3.3-70B-Instruct
code
GAIA
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meta-llama/Llama-3.3-70B-Instruct
code
MATH
0.72
meta-llama/Llama-3.3-70B-Instruct
code
SimpleQA
0.78
meta-llama/Llama-3.3-70B-Instruct
vanilla
GAIA
0.03125
meta-llama/Llama-3.3-70B-Instruct
vanilla
MATH
0.4
meta-llama/Llama-3.3-70B-Instruct
vanilla
SimpleQA
0.12
mistralai/Mistral-Nemo-Instruct-2407
code
GAIA
0
mistralai/Mistral-Nemo-Instruct-2407
code
MATH
0.3
mistralai/Mistral-Nemo-Instruct-2407
code
SimpleQA
0.3
mistralai/Mistral-Nemo-Instruct-2407
vanilla
GAIA
0.03125
mistralai/Mistral-Nemo-Instruct-2407
vanilla
MATH
0.22
mistralai/Mistral-Nemo-Instruct-2407
vanilla
SimpleQA
0.06
gpt-4o
code
GAIA
0.34375
gpt-4o
code
MATH
0.78
gpt-4o
code
SimpleQA
0.8
gpt-4o
tool_calling
GAIA
0.15625
gpt-4o
tool_calling
MATH
0.58
gpt-4o
tool_calling
SimpleQA
0.86
gpt-4o
vanilla
GAIA
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gpt-4o
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MATH
0.4
gpt-4o
vanilla
SimpleQA
0.06