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Reasoning on MATH500 (Average Score)

96.4MATH500 Average Score

Qwen3-8B (thinking)

Updated 3mo ago

Evaluation Results

Method	Links
Qwen3-8B (thinking) 2025.12		96.4
REINFORCE++ (Ours) 2025.12		96.4
Qwen3-8B + CPO 2025.12		95.55
Qwen3-8B + SFT (STAR-1) 2025.12		95.5
Qwen3-8B + SFT (SafeChain) 2025.12		95
REINFORCE++ (Ours) 2025.12		92.3
DeepSeek-R1-Distill-Qwen-7B 2025.12		92
DeepSeek-R1-Distill-Qwen-7B + SFT (STAR-1) 2025.12		91.8
Qwen3-8B + SFT (R2D-R1) 2025.12		91.7
DeepSeek-R1-Distill-Qwen-7B + SFT (SafeChain) 2025.12		91.05
DeepSeek-R1-Distill-Qwen-7B + CPO 2025.12		90.75
DeepSeek-R1-Distill-Qwen-7B + SFT (R2D-R1) 2025.12		86.8