Detect Before You Leap: Mirage Detection in Vision-Language Models

Sayeed Shafayet Chowdhury, Md. Shaown Miah, S. M. Taiabul Haque +1

Vision-language models (VLMs) can produce confident visual answers even when the required visual evidence is missing, blank, or unrelated to the question. This failure mode, recent…