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Mathematical Reasoning on MATH 500 (Pass@1 & Pass@8 Accuracy and Length)

62.6Accuracy Pass@1DAPO w LATR
23.18433.41743.6553.883Oct 28, 2025

Evaluation results

MethodLinks
DAPO w LATRModel=Qwen2.5-3B, RL Algorithm=DAPO, Rollout Strategy=LATR2025.1062.6796531,217
GRPO w LATRModel=Qwen2.5-3B, RL Algorithm=GRPO, Rollout Strategy=LATR2025.1061.977.5594952
DAPO w Stoch.Model=Qwen2.5-3B, RL Algorithm=DAPO, Rollout Strategy=Stochastic Sampling2025.1060.479.27001,283
GRPO w Stoch.Model=Qwen2.5-3B, RL Algorithm=GRPO, Rollout Strategy=Stochastic Sampling2025.1058.476.76571,207
Qwen2.5-3BModel=Qwen2.5-3B, Configuration=Base Model2025.1024.754.47481,690