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General Reasoning on MMLU (Pass@1, #Tok)

49.39Pass@1 AccuracySAS
47.93448.31248.6949.068Apr 27, 2026

Evaluation results

MethodLinks
SASmax context length=4K, ratio r=0.32026.0449.39876
L1-Maxmax context length=4K2026.0448.94900
ThinkPrune-4kmax context length=4K2026.0448.91973
GRPO-4Kmax context length=4K2026.0448.73950
LAPO-Imax context length=4K2026.0448.711,207
DeepScaleRmax context length=4K2026.0447.991,454