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train · 93 rows

model_id stringclasses 16 values	agent_action_type stringclasses 4 values	source stringclasses 3 values	acc float64 0 0.98
Qwen/Qwen2.5-Coder-32B-Instruct	code	MATH	0.84
Qwen/Qwen2.5-72B-Instruct	code	SimpleQA	0.88
Qwen/Qwen2.5-7B-Instruct	vanilla	SimpleQA	0.04
Qwen/Qwen2.5-Coder-32B-Instruct	code	GAIA	0.21875
Qwen/QwQ-32B	code	GAIA	0.375
Qwen/Qwen2.5-72B-Instruct	code	MATH	0.76
Qwen/Qwen2.5-Coder-32B-Instruct	code	SimpleQA	0.74
Qwen/Qwen2.5-72B-Instruct	code	GAIA	0.28125
Qwen/Qwen2.5-72B-Instruct	vanilla	SimpleQA	0.1
Qwen/Qwen2.5-Coder-32B-Instruct	tool-calling	GAIA	0.1875
Qwen/QwQ-32B	code	MATH	0.94
Qwen/Qwen2.5-72B-Instruct	vanilla	GAIA	0.0625
Qwen/QwQ-32B	code	SimpleQA	0.74
Qwen/Qwen2.5-7B-Instruct	vanilla	MATH	0.38
Qwen/Qwen2.5-7B-Instruct	vanilla	GAIA	0.03125
Qwen/Qwen2.5-72B-Instruct	vanilla	MATH	0.3
Qwen/Qwen2.5-Coder-32B-Instruct	tool-calling	SimpleQA	0.58
Qwen/Qwen2.5-Coder-32B-Instruct	tool-calling	MATH	0.44
Qwen/Qwen2.5-Coder-32B-Instruct	vanilla	GAIA	0.03125
Qwen/Qwen2.5-Coder-32B-Instruct	vanilla	SimpleQA	0.08
anthropic/claude-3-5-sonnet-latest	code	MATH	0.86
anthropic/claude-3-5-sonnet-latest	code	GAIA	0.5625
anthropic/claude-3-5-sonnet-latest	vanilla	GAIA	0.03125
anthropic/claude-3-5-sonnet-latest	vanilla	MATH	0.5
anthropic/claude-3-5-sonnet-latest	tool_calling	SimpleQA	0
Qwen/Qwen2.5-Coder-32B-Instruct	vanilla	MATH	0.62
anthropic/claude-3-5-sonnet-latest	tool_calling	MATH	0.54
anthropic/claude-3-5-sonnet-latest	vanilla	SimpleQA	0.34
anthropic/claude-3-5-sonnet-latest	code	SimpleQA	0.82
anthropic/claude-3-7-sonnet-20250219	code	GAIA	0.5
anthropic/claude-3-7-sonnet-20250219	code	MATH	0.96
anthropic/claude-3-5-sonnet-latest	tool_calling	GAIA	0
anthropic/claude-3-7-sonnet-20250219	code	SimpleQA	0.86
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	code	MATH	0.92
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	code	GAIA	0.3125
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	tool-calling	GAIA	0.125
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	tool-calling	SimpleQA	0.48
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	code	SimpleQA	0.4
deepseek-ai/DeepSeek-R1	code	SimpleQA	0.74
deepseek-ai/DeepSeek-R1	code	GAIA	0.5
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B	tool-calling	MATH	0.44
gpt-4.5-preview	code	SimpleQA	0.88
gpt-4.5-preview	code	GAIA	0.5625
gpt-4.5-preview	vanilla	GAIA	0.15625
meta-llama/Llama-3.1-70B-Instruct	code	GAIA	0.15625
gpt-4.5-preview	vanilla	SimpleQA	0.58
gpt-4.5-preview	code	MATH	0.92
meta-llama/Llama-3.1-70B-Instruct	code	MATH	0.7
meta-llama/Llama-3.1-8B-Instruct	code	GAIA	0
meta-llama/Llama-3.1-70B-Instruct	tool-calling	MATH	0.16
meta-llama/Llama-3.1-70B-Instruct	code	SimpleQA	0.64
meta-llama/Llama-3.1-70B-Instruct	tool-calling	SimpleQA	0.18
deepseek-ai/DeepSeek-R1	code	MATH	0.94
meta-llama/Llama-3.1-70B-Instruct	tool-calling	GAIA	0.1875
meta-llama/Llama-3.1-8B-Instruct	code	MATH	0.14
meta-llama/Llama-3.1-8B-Instruct	tool-calling	SimpleQA	0.12
meta-llama/Llama-3.1-8B-Instruct	tool-calling	MATH	0.12
meta-llama/Llama-3.1-8B-Instruct	tool-calling	GAIA	0.0625
meta-llama/Llama-3.1-8B-Instruct	code	SimpleQA	0.02
gpt-4.5-preview	vanilla	MATH	0.32
meta-llama/Llama-3.1-8B-Instruct	vanilla	MATH	0.18
meta-llama/Llama-3.1-8B-Instruct	vanilla	GAIA	0
meta-llama/Llama-3.2-3B-Instruct	vanilla	GAIA	0
meta-llama/Llama-3.2-3B-Instruct	code	MATH	0.4
meta-llama/Llama-3.2-3B-Instruct	vanilla	MATH	0.12
meta-llama/Llama-3.1-8B-Instruct	vanilla	SimpleQA	0.06
meta-llama/Llama-3.3-70B-Instruct	code	GAIA	0.3125
meta-llama/Llama-3.2-3B-Instruct	code	GAIA	0.03125
meta-llama/Llama-3.2-3B-Instruct	code	SimpleQA	0.2
meta-llama/Llama-3.3-70B-Instruct	code	MATH	0.72
meta-llama/Llama-3.3-70B-Instruct	vanilla	MATH	0.4
meta-llama/Llama-3.3-70B-Instruct	vanilla	SimpleQA	0.12
meta-llama/Llama-3.3-70B-Instruct	vanilla	GAIA	0.03125
meta-llama/Llama-3.2-3B-Instruct	vanilla	SimpleQA	0
meta-llama/Llama-3.3-70B-Instruct	code	SimpleQA	0.78
o1	code	GAIA	0.5
o1	code	MATH	0.96
o1	vanilla	GAIA	0.1875
o1	vanilla	SimpleQA	0.34
o1	code	SimpleQA	0.84
o3-mini	code	GAIA	0.46875
o3-mini	code	SimpleQA	0.8
gpt-4o	code	MATH	0.78
o1	vanilla	MATH	0.8
o3-mini	code	MATH	0.98
gpt-4o	code	GAIA	0.34375
gpt-4o	code	SimpleQA	0.8
gpt-4o	tool_calling	SimpleQA	0.86
gpt-4o	tool_calling	GAIA	0.15625
gpt-4o	tool_calling	MATH	0.58
gpt-4o	vanilla	GAIA	0.03125
gpt-4o	vanilla	MATH	0.4
gpt-4o	vanilla	SimpleQA	0.06

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