Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios

Yunkai Dang, Mengxi Gao, Yibo Yan +8

Multimodal large language models (MLLMs) have recently achieved state-of-the-art performance on tasks ranging from visual question answering to video understanding. However, existi…