TopoPerception: A Shortcut-Free Evaluation of Global Visual Perception in Large Vision-Language Models

Wenhao Zhou, Hao Zheng, Rong Zhao

Large Vision-Language Models (LVLMs) typically align visual features from an encoder with a pre-trained Large Language Model (LLM). However, this makes the visual perception module…