When Reasoning Meets Its Laws

Benchmark Model Rank Results
mathematical-reasoning-on-olympiadbenchDeepSeek-R1-8B (SFT-Compo)#35Accuracy: 46.8
arithmetic-reasoning-on-gsm8kDeepSeek-R1-8B (SFT-Compo)#76Accuracy: 89.5
mathematical-reasoning-on-math-500DeepSeek-R1-8B (SFT-Compo)#81Accuracy: 83.0
mathematical-reasoning-on-aime24DeepSeek-R1-8B (SFT-Compo)#101Acc: 31.3
mathematical-reasoning-on-aime-2025DeepSeek-R1-8B (SFT-Compo)#113Accuracy: 29.2