Tinted Frames: Question Framing Blinds Vision-Language Models

Wan-Cyuan Fan, Jiayun Luo, Declan Kutscher +2

Vision-Language Models (VLMs) have been shown to be blind, often underutilizing their visual inputs even on tasks that require visual reasoning. In this work, we demonstrate that V…