To Trust Or Not To Trust Your Vision-Language Model's Prediction.

arXiv:2505.23745v3 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) have demonstrated strong capabilities in aligning visual and textual modalities, enabling a wide range of applications in multimodal understanding and generation. While the