Add Dataset Card
Browse files- README.md +75 -0
- assets/logo.png +3 -0
- assets/teaser.png +3 -0
README.md
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---
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license: apache-2.0
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task_categories:
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- image-to-3d
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- text-to-3d
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language:
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- en
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size_categories:
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- 1K<n<10K
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tags:
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- 3d
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- 3d-editing
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- benchmark
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- evaluation
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---
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<p align="center">
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<img src="assets/logo.png" alt="Alchemy3D" width="88" height="88" style="display:inline-block; vertical-align:middle; margin:0 12px 0 0;" />
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<span style="display:inline-block; vertical-align:middle; font-size:2.4em; font-weight:700; line-height:1;">GEdit3D-Bench</span>
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</p>
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<p align="center">
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<b>A large-scale, open-world benchmark for versatile 3D asset editing.</b>
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</p>
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<p align="center">
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<a href="https://libd1.github.io/Alchemy3D-Project/"><img src="https://img.shields.io/badge/Project-Page-0A7F5F.svg" alt="Project Page"></a>
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<a href="https://arxiv.org/abs/2609.34271"><img src="https://img.shields.io/badge/arXiv-Paper-b31b1b.svg" alt="arXiv"></a>
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<a href="https://arxiv.org/pdf/2609.34271"><img src="https://img.shields.io/badge/Paper-PDF-red.svg" alt="PDF"></a>
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<a href="https://github.com/libd1/Alchemy3D"><img src="https://img.shields.io/badge/-code-black.svg?logo=github&logoColor=white&labelColor=555" alt="Code"></a>
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<a href="https://github.com/libd1/edit3dstudio"><img src="https://img.shields.io/badge/-evaluation-black.svg?logo=github&logoColor=white&labelColor=555" alt="Evaluation"></a>
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<a href="https://huggingface.co/libadi/Alchemy3D"><img src="https://img.shields.io/badge/🤗-Model-yellow.svg" alt="Hugging Face Model"></a>
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<a href="https://huggingface.co/datasets/libadi/Alchemy3D-1M"><img src="https://img.shields.io/badge/🤗-Alchemy3D--1M-yellow.svg" alt="Dataset"></a>
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<a href="https://modelscope.cn/datasets/libd55/GEdit3D-Bench"><img src="https://img.shields.io/badge/-Dataset-624AFF.svg?logo=modelscope&logoColor=white&labelColor=555" alt="ModelScope Dataset"></a>
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</p>
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<p align="center">
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<img src="assets/teaser.png" alt="GEdit3D-Bench construction and multi-dimensional evaluation overview." width="100%" />
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</p>
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**GEdit3D-Bench** is the evaluation benchmark for [Alchemy3D](https://github.com/libd1/Alchemy3D): an open-world 3D editing suite built from assets independent of the training data (newly synthesized content and curated Sketchfab assets). It contains **2,100** editing pairs over **6** edit types, with source GLBs, image conditions, and text instructions. Evaluation jointly measures view quality, reference alignment, and MLLM-based scores.
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A 20% subset is listed in `metadata_small.csv` for quick smoke tests. A ModelScope mirror is also available at [libd55/GEdit3D-Bench](https://modelscope.cn/datasets/libd55/GEdit3D-Bench).
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## Dataset Layout
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The benchmark contains source assets (`glbs/`), condition images (`images/`), and metadata CSVs. `metadata.csv` indexes **2,100** pairs across 6 edit types (`add`, `remove`, `replace`, `local_appearance`, `global_appearance`, `animation`); `metadata_small.csv` is a 20% subset (**420** pairs).
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Each row links `source`, `source_image`, `target_image`, `edit_type`, `instruction`, and prompts.
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## Usage
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Download the benchmark:
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```bash
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hf download libadi/GEdit3D-Bench --repo-type dataset --local-dir GEdit3D-Bench
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```
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For evaluation code and baselines, see **[edit3dstudio](https://github.com/libd1/edit3dstudio)**.
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## License
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Apache License 2.0. Downstream 3D generators and renderers you apply to these assets may have their own terms. Sketchfab-sourced assets may carry additional terms from their original licenses.
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## Citation
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```bibtex
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@misc{li2026scalingversatile3dassets,
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title={Scaling Versatile 3D Assets Editing with a Million-Scale Dataset},
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author={Badi Li and Tianxin Huang and Yu Zhou and Wei-Shi Zheng and Yi Ma and Shenghua Gao},
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year={2026},
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eprint={2609.34271},
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archivePrefix={arXiv},
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primaryClass={cs.CV},
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url={https://arxiv.org/abs/2609.34271},
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}
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```
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assets/logo.png
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Git LFS Details
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assets/teaser.png
ADDED
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Git LFS Details
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