Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification

Tao Huang, Rui Wang, Xiaofei Liu +3

%Large vision-language models (LVLMs) have shown substantial advances in multimodal understanding and generation. However, when presented with incompetent or adversarial inputs, th…