Visual CoT Makes VLMs Smarter but More Fragile

Chunxue Xu, Yiwei Wang, Yujun Cai +2

Chain-of-Thought (CoT) techniques have significantly enhanced reasoning in Vision-Language Models (VLMs). Extending this paradigm, Visual CoT integrates explicit visual edits, such…