Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models

Yucheng Zhou, Zhi Rao, Jun Wan +1

Large Vision-Language Models (LVLMs) excel in cross-model tasks but experience performance declines in long-context reasoning due to overreliance on textual information and reduced…