On the Out-Of-Distribution Generalization of Multimodal Large Language Models

Xingxuan Zhang, Jiansheng Li, Wenjing Chu +6

We investigate the generalization boundaries of current Multimodal Large Language Models (MLLMs) via comprehensive evaluation under out-of-distribution scenarios and domain-specifi…