OneCanvas: 3D Scene Understanding via Panoramic Reprojection.

arXiv:2606.19253v2 Announce Type: replace-cross Abstract: Existing approaches to 3D scene understanding in Vision-Language Models (VLMs) either rely on complex, model-specific geometry encoders or large training budgets in pursuit of spatial reasoning. Instead