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+license: cc-by-4.0
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 # [Neurips 2025 DB] PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding
 Official dataset release for _PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding_.
 
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 [![arXiv](https://img.shields.io/badge/arXiv-Paper-red?logo=arxiv&logoColor=white)](https://authoritywang.github.io/partnext/)
 [![Project Page](https://img.shields.io/badge/Project_Page-Website-green?logo=homepage&logoColor=white)](https://authoritywang.github.io/partnext/)
 [![🤗 Hugging Face Dataset](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Dataset-blue)](https://huggingface.co/datasets/AuWang/PartNeXt)
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 | [Project Page](https://authoritywang.github.io/partnext/) | [Paper]() | [Dataset](https://huggingface.co/datasets/AuWang/PartNeXt) | [Dataset Toolkit](https://github.com/AuthorityWang/PartNeXt) | [Benchmark code (Soon)]() | [Annotation code (Soon)]() |<br>
 
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+## Usage
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+For usage, please refer to our dataset toolkit repo [https://github.com/AuthorityWang/PartNeXt](https://github.com/AuthorityWang/PartNeXt)
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+## Acknowledgement
+Our PartNeXt dataset is based on [Objaverse](https://objaverse.allenai.org/), [ABO](https://amazon-berkeley-objects.s3.amazonaws.com/index.html), [3D-Future](https://tianchi.aliyun.com/dataset/98063), thanks for these awesome datasets. If there is any license issue, please contact us and we will remove the data. 
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+Thanks for Benyuan AI data for data annotation. 
 
-![Teaser image](assets/teaser.png)
+If you find our dataset useful in your research, please consider citing our paper.
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+BibTex Coming Soon
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