Photo3D: Advancing Photorealistic 3D Generation through Structure-Aligned Detail Enhancement

ArXi:2512.08535v3 Announce Type: replace Although recent 3D-native generators have made great progress in synthesizing reliable geometry, they still fall short in achieving realistic appearances. A key obstacle lies in the lack of diverse and high-quality real-world 3D assets with rich texture details, since capturing such data is intrinsically difficult due to the diverse scales of scenes, non-rigid motions of objects, and the limited precision of 3D scanners. We