Preprint
Oct 2026
MagicGarment: Benchmarking Single-Image Standalone 3D Garment Reconstruction
Single-image 3D reconstruction has advanced rapidly, yet standalone garments remain challenging due to thin-shell geometry, open boundaries, and layered structures. Existing datasets and evaluation protocols provide limited support for systematic evaluation in this setting. We introduce MagicGarment, a benchmark for si...
Jia Chen, Ru-Yang Zhao, Jun Bai et al.
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