Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models

Hanqi Yan, Xiangxiang Cui, Lu Yin +4

The success of vision-language models is primarily attributed to effective alignment across modalities such as vision and language. However, modality gaps persist in existing align…