UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models

Yangyang Guo, Fangkai Jiao, Zhiqi Shen +2

Teaching Visual Question Answering (VQA) models to refrain from answering unanswerable questions is necessary for building a trustworthy AI system. Existing studies, though have ex…