Focus When Necessary: Adaptive Routing and Collaborative Grounding for Training-Free Visual Grounding

Yifan Wang, Peiming Li, Shiyu Li +5

While Multimodal Large Language Models (MLLMs) excel in cross-modal reasoning, they often struggle to perceive fine-grained details in complex high-resolution images. Recent traini…