Reproduce “CAGE: Continuity-Aware edGE Network Unlocks Robust Floorplan Reconstruction” on OpenResearch

Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.

Universal app for Apple silicon and Intel. Requires macOS 11 or later.

About this paper

Yiyi Liu, Chunyang Liu, Bohan Wang, Weiqin Jiao, Bojian Wu, Lubin Fan, Yuwei Chen, Fashuai Li and 1 more

CAGE reconstructs 2D floorplans from 3D scans by predicting ordered, directed wall edges rather than locating corners, then refining edges into room polygons. On Structured3D, the SwinV2-L model reports Room, Corner, and Angle F1 scores of 99.1%, 91.7%, and 89.3%. It ties FRI-Net on Room F1 and leads methods on Corner and Angle F1; these are not one aggregate score.

Summary by alphaXiv.

Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.