Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

Yexin Liu, Zhengyang Liang, Yueze Wang +8

Multimodal Large Language Models (MLLMs) have displayed remarkable performance in multi-modal tasks, particularly in visual comprehension. However, we reveal that MLLMs often gener…