When to Rethink: Learning Multi-Perspective Self-Verification for Vision-Language Models

Ziquan Zhu, Hanruo Zhu, Si-Yuan Lu +10

Vision-language models (VLMs) have achieved strong performance in multimodal reasoning, yet they remain prone to generating plausible but incorrect answers. Self-verification offer…