S-VGGT: Structure-Aware Subscene Decomposition for Scalable 3D Foundation Models

Xinze Li, Pengxu Chen, Yiyuan Wang +2

Feed-forward 3D foundation models face a key challenge: the quadratic computational cost introduced by global attention, which severely limits scalability as input length increases…