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Mathematical Reasoning on AIME 2024 (Avg@16 Accuracy)

60.9Avg@16 AccuracyResRL
54.45256.12657.859.474May 1, 2026

Evaluation results

MethodLinks
ResRLBase Model=Qwen3-32B, Mode=Think mode, Max response length=81922026.0560.9
NSR (Weighted-Reinforce)Base Model=Qwen3-32B, Mode=Think mode, Max response length=81922026.0554.7