Distill What RGB Can Recover: Privileged 3D Evidence for RGB-Only Vision-Language Models

Yanbin Hu, Jin Cui, Jun Ye +4

3D scene understanding requires reasoning about entity existence, spatial layout, and object relations, yet RGB images alone often provide insufficient 3D cues. Existing 3D-VLMs co…