FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry

Zhisong Xu, Takeshi Oishi

Streaming Visual Geometry Transformers such as StreamVGGT enable strong online 3D perception, but their KV-cache grows unbounded over long streams, limiting practical deployment. W…