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Code Generation on LiveCodeBench (Avg, V5, V6)

34.02Average ScoreHAPO
28.882430.216231.5532.8838Sep 20, 2025

Evaluation results

MethodLinks
HAPOModel=Qwen2.5-7B-Instruct-1M2025.0934.0232.5535.48
DAPO w/ Forking TokensModel=Qwen2.5-7B-Instruct-1M2025.0931.4629.7233.19
EDGE-GRPOModel=Qwen2.5-7B-Instruct-1M2025.0930.429.2731.53
ArcherModel=Qwen2.5-7B-Instruct-1M2025.0929.7528.6330.86
Vanilla DAPOModel=Qwen2.5-7B-Instruct-1M2025.0929.0828.2229.94