Do Vision-Language Models Truly Perform Vision Reasoning? A Rigorous Study of the Modality Gap

Yige Xu, Yongjie Wang, Zizhuo Wu +3

Reasoning in vision-language models (VLMs) has recently attracted significant attention due to its broad applicability across diverse downstream tasks. However, it remains unclear…