DenoiseRL: Bootstrapping Reasoning Models to Recover from Noisy Prefixes

Benchmark Model Rank Results
mathematical-reasoning-on-math-500DenoiseRL-DAPO (Qwen3-8B-Base)#62Accuracy: 88.2
mathematical-reasoning-on-aime24DenoiseRL-DAPO (Qwen3-8B-Base)#104Acc: 27.0
mathematical-reasoning-on-aime-2025DenoiseRL-DAPO (Qwen3-8B-Base)#116Accuracy: 24.8