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Logical Reasoning on Logic-RL

92.69Average ScoreHAPO
86.907688.408889.9191.4112Sep 20, 2025

Evaluation results

MethodLinks
HAPOModel=Qwen2.5-7B-Instruct-1M2025.0992.6995.4193.3493.2688.74
DAPO w/ Forking TokensModel=Qwen2.5-7B-Instruct-1M2025.0990.1593.4492.1390.2684.75
EDGE-GRPOModel=Qwen2.5-7B-Instruct-1M2025.0988.9292.3591.1389.5882.63
ArcherModel=Qwen2.5-7B-Instruct-1M2025.0987.6894.1289.7585.2881.55
Vanilla DAPOModel=Qwen2.5-7B-Instruct-1M2025.0987.1392.2390.1685.7280.42