Beyond the Vision Encoder: Identifying and Mitigating Spatial Bias in Large Vision-Language Models

Yingjie Zhu, Xuefeng Bai, Kehai Chen +6

Large Vision-Language Models (LVLMs) have achieved remarkable success across a wide range of multimodal tasks, yet their robustness to spatial variations remains insufficiently und…