PhysNote: Self-Knowledge Notes for Evolvable Physical Reasoning in Vision-Language Model

Sinin Zhang, Yunfei Xie, Yuxuan Cheng +2

Vision-Language Models (VLMs) have demonstrated strong performance on textbook-style physics problems, yet they frequently fail when confronted with dynamic real-world scenarios th…