Mitigating Cross-Image Information Leakage in Multi-Image Understanding with Large Vision-Language Models

Yeji Park, Minyoung Lee, Sanghyuk Chun +1

Large Vision-Language Models (LVLMs) exhibit strong performance on single-image tasks. However, their performance degrades significantly when handling multi-image inputs. While thi…