TexVerse：高分辨率纹理三维物体的宇宙

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

我們推出了TexVerse，這是一個包含高分辨率紋理的大規模3D數據集。儘管近年來大規模3D數據集的進展提升了高分辨率幾何生成的能力，但由於缺乏合適的數據集，端到端的高分辨率紋理生成仍未被充分探索。TexVerse填補了這一空白，它精選了來自Sketchfab的超過858K個獨特的高分辨率3D模型，其中包括超過158K個基於物理渲染（PBR）材質的模型。每個模型都涵蓋了其所有高分辨率變體，總計達到1.6M個3D實例。TexVerse還包含專門的子集：TexVerse-Skeleton，擁有69K個綁定骨骼的模型，以及TexVerse-Animation，包含54K個動畫模型，兩者均保留了用戶上傳的原始骨骼和動畫數據。我們還提供了詳細的模型註釋，描述了模型的整體特徵、結構組件和精細特徵。TexVerse提供了一個高質量的數據資源，具有廣泛的潛在應用，包括紋理合成、PBR材質開發、動畫以及各種3D視覺和圖形任務。

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.