VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs

Shmuel Berman, Jia Deng

Vision-Language Models (VLMs) excel at complex visual tasks such as VQA and chart understanding, yet recent work suggests they struggle with simple perceptual tests. We present an…