PixARMesh turns one photo into a full editable 3D scene. The CVPR 2026 work from UC San Diego and Lambda represents the scene in a single token sequence, then p

PixARMesh turns one photo into a full editable 3D scene. The CVPR 2026 work from UC San Diego and Lambda represents the scene in a single token sequence, then predicts it autoregressively. It does this without SDFs or a multi-stage pipeline. Scene-level F-Score reached 33.55% on 3D-FRONT, compared w…