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Mathematical Reasoning on MATH500 (Avg@16 Accuracy)

94.5Accuracy (Avg@16)ResRL
87.84489.57291.393.028May 1, 2026

Evaluation results

MethodLinks
ResRLBase Model=Qwen3-32B, Mode=Think mode, Max response length=81922026.0594.5
NSR (Weighted-Reinforce)Base Model=Qwen3-32B, Mode=Think mode, Max response length=81922026.0588.1