SpaceFlow: Locally Controllable 3D Generation
The paper’s key move is giving each 3D part its own geometry strictness and appearance cue.
SpaceFlow is described as a training-free pipeline that starts from text plus geometric primitives. Each primitive stands in for an object part and can be set to follow the input shape tightly or leave room for generated completion. The authors say the method segments the generated structure and routes text or image cues only to the matched part, reducing cross-part leakage. Their reported metrics and user study point to stronger local geometry control while keeping overall quality competitive. ArXiv · AI/CL/LG's note
SpaceFlow is described as a training-free pipeline that starts from text plus geometric primitives. Each primitive stands in for an object part and can be set to follow the input shape tightly or leave room for generated completion. The authors say the method segments the generated structure and routes text or image cues only to the matched part, reducing cross-part leakage. Their reported metrics and user study point to stronger local geometry control while keeping overall quality competitive. ArXiv · AI/CL/LG's note
score 4