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Open Question Answering on AIME 2025 (test)

70AccuracyGRPO
24.936836.635948.33560.0341Feb 10, 2026

Evaluation results

MethodLinks
GRPO2026.02709,871
ESTARoptimization=RL2026.02703,788
O1-Pruner2026.0266.677,841
FlashThink2026.0266.676,504
AdaptThink2026.0266.674,513
Length-Penaltyexplicit_length_penalty=true2026.0266.677,324
ESTAR-LITEearly_stopping=classifier-based2026.0266.673,045
ESTAR-FTmode=fine-tuned2026.0266.673,413
No-Thinkingreasoning=disabled2026.0226.671,513