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Datasets/Objaverse

Objaverse

3DIntroduced 2022-12-15

Objaverse is a large dataset of objects with 800K+ (and growing) 3D models with descriptive captions, tags, and animations. Objaverse improves upon present day 3D repositories in terms of scale, number of categories, and in the visual diversity of instances within a category.

Source: Objaverse: A Universe of Annotated 3D Objects

Image Source: https://objaverse.allenai.org/

Benchmarks

3D/Objaverse (Average)3D/Objaverse (I)3D/Objaverse (C)3D Classification/Objaverse (Average)3D Classification/Objaverse (I)3D Classification/Objaverse (C)3D Object Captioning/GPT-43D Object Captioning/ Sentence-BERT3D Object Captioning/SimCSE3D Object Captioning/Precision3D Object Captioning/Correctness3D Object Captioning/Hallucination3D Object Classification/Objaverse (Average)3D Object Classification/Objaverse (I)3D Object Classification/Objaverse (C)3D Point Cloud Classification/Objaverse (Average)3D Point Cloud Classification/Objaverse (I)3D Point Cloud Classification/Objaverse (C)3D Point Cloud Reconstruction/Objaverse (Average)3D Point Cloud Reconstruction/Objaverse (I)3D Point Cloud Reconstruction/Objaverse (C)Generative 3D Object Classification/Objaverse (Average)Generative 3D Object Classification/Objaverse (I)Generative 3D Object Classification/Objaverse (C)Shape Representation Of 3D Point Clouds/Objaverse (Average)Shape Representation Of 3D Point Clouds/Objaverse (I)Shape Representation Of 3D Point Clouds/Objaverse (C)

Statistics

Papers
393
Benchmarks
27

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Tasks

3D3D Classification3D Object Captioning3D Object Classification3D Point Cloud Classification3D Point Cloud ReconstructionGenerative 3D Object ClassificationShape Representation Of 3D Point CloudsZero-shot 3D classification