2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly
CVPR 2025poster
**M**ultimodal **L**arge **L**anguage **M**odels (MLLMs) have displayed remarkable performance in multimodal tasks, particularly in visual comprehension. However, we reveal that MLLMs often generate incorrect answers even when they understand the visual content. To this end, we manually construct a…