Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning

Benchmark Model Rank Results
mathematical-reasoning-on-olympiadbenchACTS_{π_SFT} (Qwen3-8B)#11Accuracy: 67.4
mathematical-reasoning-on-math-500ACTS (Qwen3-8B)#27Accuracy: 95.2
multiple-choice-question-answering-mcqa-on-gpqa-diamondACTS (Qwen3-8B)#97Accuracy: 58.6