Objaverse

Dataset Information
Modalities
3D
Languages
English
Introduced
2022
License
Unknown
Homepage
Official Website
Contents

Overview

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/

Variants: Objaverse, Objaverse LVIS

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Generative 3D Object Classification MiniGPT-3D MiniGPT-3D: Efficiently Aligning 3D Point … 2024-05-02
3D Object Captioning MiniGPT-3D MiniGPT-3D: Efficiently Aligning 3D Point … 2024-05-02
Generative 3D Object Classification ShapeLLM-7B ShapeLLM: Universal 3D Object Understanding … 2024-02-27
3D Object Captioning ShapeLLM-7B ShapeLLM: Universal 3D Object Understanding … 2024-02-27
Generative 3D Object Classification ShapeLLM-13B ShapeLLM: Universal 3D Object Understanding … 2024-02-27
3D Object Captioning ShapeLLM-13B ShapeLLM: Universal 3D Object Understanding … 2024-02-27
Generative 3D Object Classification Point-Bind LLM Point-Bind & Point-LLM: Aligning Point … 2023-09-01
Generative 3D Object Classification PointLLM-7B v1.2 PointLLM: Empowering Large Language Models … 2023-08-31
3D Object Captioning PointLLM-13B V1.2 PointLLM: Empowering Large Language Models … 2023-08-31
Generative 3D Object Classification PointLLM-13B v1.2 PointLLM: Empowering Large Language Models … 2023-08-31
3D Object Captioning PointLLM-7B V1.2 PointLLM: Empowering Large Language Models … 2023-08-31
Generative 3D Object Classification 3D-LLM 3D-LLM: Injecting the 3D World … 2023-07-24
3D Object Captioning 3D-LLM 3D-LLM: Injecting the 3D World … 2023-07-24

Research Papers

Recent papers with results on this dataset:

External Links: