README.md

metadata

pretty_name: msg
task_categories:
  - graph-ml

Multiview Scene Graph (NeurIPS 2024)

This is the dataset for:

Multiview Scene Graph

Juexiao Zhang, Gao Zhu, Sihang Li, Xinhao Liu, Haorui Song, Xinran Tang, Chen Feng

New York University

[arXiv]

HSG: Hyperbolic Scene Graph

This dataset is also used in the paper:

HSG: Hyperbolic Scene Graph

Liyang Wang, Zeyu Zhang, and Hao Tang

[Code]

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 by transforming its 3D annotations to 2D.

License

This dataset is based on Apple's ARKitScenes dataset, so please obey their license.

Citation

If you find this code or paper helpful, please consider citing:

@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}
}