MagicGarment: Benchmarking Single-Image Standalone 3D Garment Reconstruction

arXiv:2610.19623 · cs.CV · Submitted 2026-10-14 · Read on arXiv

cs.CV

Submitted: 2026-10-14

Updated: 2026-10-14

Comments: 5 pages

Project page: https://1019538157.github.io/MagicGarment

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmarking — 1× in this paper · explained in 4 episodes

Sources

• A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA
• InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
• Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material

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