Diagnosing Visual Ignorance in Vision-Language Models

Runyu Zhou, Qi Zhang, Qixun Wang +1

Vision-language models (VLMs) achieve high accuracy on many visual question-answering benchmarks, yet it remains unclear whether this accuracy reflects reliable use of the visual d…