M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning

Haiwen Li, Jing Tang, Rui Chen +2

Vision Language Models (VLMs) have demonstrated remarkable capabilities in multimodal reasoning tasks, yet they still suffer from recurring failures, such as skipping key visual ch…