TexVerse：高分辨率纹理的3D对象宇宙

TexVerse: A Universe of 3D Objects with High-Resolution Textures

August 14, 2025

作者: Yibo Zhang, Li Zhang, Rui Ma, Nan Cao

cs.AI

摘要

我们推出了TexVerse，这是一个包含高分辨率纹理的大规模3D数据集。尽管近期大规模3D数据集的进展提升了高分辨率几何体的生成能力，但由于缺乏合适的数据集，端到端创建高分辨率纹理的研究仍显不足。TexVerse填补了这一空白，它精心收集了来自Sketchfab的超过858K个独特的高分辨率3D模型，其中包括超过158K个采用基于物理渲染（PBR）材质的模型。每个模型均包含其所有高分辨率变体，总计达1.6M个3D实例。TexVerse还包含专门子集：TexVerse-Skeleton，拥有69K个绑定骨骼的模型；以及TexVerse-Animation，包含54K个动画模型，两者均保留了用户上传的原始骨骼和动画数据。我们还提供了详细的模型注释，描述了整体特征、结构组件及精细细节。TexVerse为纹理合成、PBR材质开发、动画制作以及各类3D视觉与图形任务提供了一个高质量的数据资源，具有广泛的应用潜力。

English

We introduce TexVerse, a large-scale 3D dataset featuring high-resolution textures. While recent advances in large-scale 3D datasets have enhanced high-resolution geometry generation, creating high-resolution textures end-to-end remains underexplored due to the lack of suitable datasets. TexVerse fills this gap with a curated collection of over 858K unique high-resolution 3D models sourced from Sketchfab, including more than 158K models with physically based rendering (PBR) materials. Each model encompasses all of its high-resolution variants, bringing the total to 1.6M 3D instances. TexVerse also includes specialized subsets: TexVerse-Skeleton, with 69K rigged models, and TexVerse-Animation, with 54K animated models, both preserving original skeleton and animation data uploaded by the user. We also provide detailed model annotations describing overall characteristics, structural components, and intricate features. TexVerse offers a high-quality data resource with wide-ranging potential applications in texture synthesis, PBR material development, animation, and various 3D vision and graphics tasks.