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Mathematical Reasoning on AMC 2023 (test) (Maj@16, Avg@16)

65Maj@16GRPO
57.259.22561.2563.275Jun 7, 2026

Evaluation results

MethodLinks
GRPOK=162026.066557.3
Clip-covK=162026.0662.555.7
KL-covK=162026.0662.557.5
AERK=162026.0662.558.6
PAECK=162026.0662.558
CISPOK=162026.066056.2
Global Entropy RegK=162026.066054
Qwen2.5-Math-1.5BK=162026.0657.536.2