Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Jiaqi Tang, Jianmin Chen, Youyang Zhai +6

Multimodal Large Language Models (MLLMs) have demonstrated remarkable success in visual understanding, yet their performance degrades significantly under real-world visual corrupti…