---
pretty_name: msg
task_categories:
- graph-ml
---

# Multiview Scene Graph (NeurIPS 2024)
This is the dataset for:
> [**Multiview Scene Graph**](https://www.ai4ce.github.io/MSG) 
>
> Juexiao Zhang, Gao Zhu, Sihang Li, Xinhao Liu, Haorui Song, Xinran Tang, Chen Feng
>
> New York University

[[arXiv]](https://arxiv.org/abs/2410.11187)

# HSG: Hyperbolic Scene Graph
This dataset is also used in the paper:
> [**HSG: Hyperbolic Scene Graph**](https://huggingface.co/papers/2604.17454)
>
> Liyang Wang, Zeyu Zhang, and Hao Tang

[[Code]](https://github.com/AIGeeksGroup/HSG)

## Introduction
HSG is a **hyperbolic representation learning framework** that models scene graphs in non-Euclidean space to better capture hierarchical relationships for structured 3D scene understanding. 

HSG data is converted from Apple's [ARKitScenes](https://github.com/apple/ARKitScenes) by transforming its 3D annotations to 2D.

## License
This dataset is based on Apple's [ARKitScenes](https://github.com/apple/ARKitScenes/tree/main) dataset, so please obey their [license](https://github.com/apple/ARKitScenes/blob/main/LICENSE).

## Citation
If you find this code or paper helpful, please consider citing:
```bibtex
@article{wang2026hsg,
  title={HSG: Hyperbolic Scene Graph},
  author={Wang, Liyang and Zhang, Zeyu and Tang, Hao},
  year={2026}
}

@inproceedings{zhang2024multiview,
  title={Multiview Scene Graph},
  author={Zhang, Juexiao and Zhu, Gao and Li, Sihang and Liu, Xinhao fabric and Song, Haorui and Tang, Xinran and Feng, Chen},
  booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
  year={2024}
}
```