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

no code implementations • 9 Feb 2024 • Xingxuan Zhang, Jiansheng Li, Wenjing Chu, Junjia Hai, Renzhe Xu, Yuqing Yang, Shikai Guan, Jiazheng Xu, Peng Cui

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

In-Context Learning Out-of-Distribution Generalization +1