Frank0930/SIGBench

Dataset License — Creative Commons Attribution 4.0 International (CC BY 4.0)

Dataset name: [SIGBench]
Version / date: [2025-09-25]
Authors / affiliation: [Guanlin Wu, Boyan Su, Yang Zhao, Pu Wang, Yichen Lin, Hao Frank Yang & Johns Hopkins University]

This dataset is licensed under the Creative Commons Attribution 4.0 International license (CC BY 4.0).

You are free to:

• Share — copy and redistribute the material in any medium or format
• Adapt — remix, transform, and build upon the material for any purpose, even commercially

Under the following terms:

• Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made.
  A suggested attribution format is:

“[SIGBench] (version [2025-09-25]). © [G. Wu, B. Su, Y. Zhao, P. Wang, Y. Lin and H.F. Yang]. Licensed under CC BY 4.0.
https://huggingface.co/datasets/Frank0930/SIGBench”

• No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Notices

• No warranties are given. The dataset is provided “AS IS”, without any kind of warranty or representation, express or implied (including, without limitation, accuracy, completeness, or fitness for a particular purpose).
• This license covers the dataset content you distribute. If the dataset contains third-party materials, those may be subject to separate rights; you are responsible for ensuring you have the right to redistribute them.
• This is a human-readable summary; the full legal text governs:

Full legal code: https://creativecommons.org/licenses/by/4.0/legalcode
License summary: https://creativecommons.org/licenses/by/4.0/

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How to Use

We provide the code at our Github repo: https://github.com/GuanlinWU123/SIGBench-code

How to cite

Please cite the dataset as follows:

@inproceedings{wu2025towards,

title = {Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study},

author = {Guanlin Wu, Boyan Su, Yang Zhao, Pu Wang, Yichen Lin, Hao Frank Yang},

booktitle={The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS)},

year = {2025} }