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Reasoning on AIME 24 (average score)

75.16AIME 24 Average Score

REINFORCE++ (Ours)

Updated 1mo ago

Evaluation Results

Method	Links
REINFORCE++ (Ours) 2025.12		75.16
Qwen3-8B + SFT (STAR-1) 2025.12		74.69
Qwen3-8B (thinking) 2025.12		74.22
Qwen3-8B + CPO 2025.12		68.33
Qwen3-8B + SFT (SafeChain) 2025.12		67.6
Qwen3-8B + SFT (R2D-R1) 2025.12		60.05
REINFORCE++ (Ours) 2025.12		49.53
DeepSeek-R1-Distill-Qwen-7B + SFT (STAR-1) 2025.12		46.88
DeepSeek-R1-Distill-Qwen-7B 2025.12		46.3
DeepSeek-R1-Distill-Qwen-7B + SFT (SafeChain) 2025.12		42.6
DeepSeek-R1-Distill-Qwen-7B + CPO 2025.12		41.67
DeepSeek-R1-Distill-Qwen-7B + SFT (R2D-R1) 2025.12		39.64