Toward Next-Generation 3D Texture Generation

Jingzhi Bao1, Xiaohe Ma2, Hong Li2, Yuanming Hu2, Xiaoguang Han1
1CUHK(SZ)    2Meshy AI
TL;DR: A professional-level PBR texture generation method with ultra-fine details
arXiv Video Code
Paper version (dev)
0312
Under review
0508
Release dev model
Release Turbo model
Release Omni model

Arena Rating

1 Ours
3.48 1412
2 Seed3D 2.0
2.65 652
3 Meshy 6
2.60 640
4 TripoAI v3.1
2.46 352
5 Hunyuan3D v3.1
2.39 356
6 Hyper3D 2.0
1.89 308

Pairwise Comparison

Hyper3D v2.0
89%
Hunyuan3D v3.1
14%
83%
TripoAI v3.1
12%
83%
Meshy 6
21%
71%
Seed3D 2.0
15%
19%
66%
Inferior Tie Better (Ours)

Blender Rendering

Blender Rendering
Blender UI

Video Demo

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Interactive Texture Viewer

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Paper Results

Qualitative Comparison Full resolution
Qualitative comparison results across baselines and ours
Detail Comparison Full resolution
Fine-grained detail comparison between baselines and ours
PBR Channel Results Full resolution
Rendering, albedo, metallic, and roughness channel results
Material Map Comparison Full resolution
Material map comparison against multiple baselines

BibTeX

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