Same or Not? Enhancing Visual Perception in Vision-Language Models

Damiano Marsili, Aditya Mehta, Ryan Y. Lin +1

Vision-language models (VLMs) excel at broad visual understanding but remain coarse-grained, exhibit visual biases, and miss subtle visual details. Existing training corpora reinfo…