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Mathematical Reasoning on Minerva Math (Accuracy, Length)

47.9AccuracyDAPO
41.86843.4344546.566May 19, 2026

Evaluation results

MethodLinks
DAPOBackbone=DeepSeek-R1-Distill-Qwen-7B2026.0547.92,546
R1-7BBackbone=DeepSeek-R1-Distill-Qwen-7B2026.0547.13,063
Entropy ShapeBackbone=DeepSeek-R1-Distill-Qwen-7B2026.0546.72,274
CESBackbone=DeepSeek-R1-Distill-Qwen-7B2026.0542.11,921