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Mathematical Problem Solving on AIME 30 samples 2025

8AccuracyHAPO
-0.321.8446.16Sep 20, 2025

Evaluation results

MethodLinks
HAPOBackbone=LLaMA3.2-3B Instruct2025.098
HAPOBackbone=LLaMA3.1-8B-Instruct2025.091.25
Vanilla GRPOBackbone=LLaMA3.2-3B Instruct2025.090
Vanilla DAPOBackbone=LLaMA3.2-3B Instruct2025.090
DAPO w/ Forking TokensBackbone=LLaMA3.2-3B Instruct2025.090
Vanilla GRPOBackbone=LLaMA3.1-8B-Instruct2025.090
Vanilla DAPOBackbone=LLaMA3.1-8B-Instruct2025.090
DAPO w/ Forking TokensBackbone=LLaMA3.1-8B-Instruct2025.090