datalicense

All datasets / nvidia

nvidia/PhysicalAI-Traffic-Anomaly-Reasoning

1,363 downloads in 30 days21 likesLast modified 9 Oct 2026View on Hugging Face
Permissive or share-alike

The declared licence (cc-by-4.0) is classified as permissive.

Declared licence
cc-by-4.0, from the tagEvidence: README.md at 555e2ae
Licence files
No licence file at the top level of the repositoryEvidence: file list at 555e2ae
Declared sources
None listed in the card metadata
Access gated on Hugging Face
No
Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

Citation text from the card

@article{zhang2026tar,
  title={From Detection to Understanding: {TAR} and {TAR-Bench} for Multi-Task Traffic Anomaly Reasoning},
  author={Zhang, Han and Zhao, Yilin and Bhat, Zaid Pervaiz and Tang, Zheng and Praveen, Varun and Murali, Vidya N. and Anastasiu, David C. and Kornuta, Tomasz},
  journal={arXiv preprint arXiv:2608.10317},
  year={2026},
  url={https://arxiv.org/abs/2608.10317},
  note={Accepted to the NeurIPS 2026 Evaluations and Datasets Track}
}

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "nvidia/PhysicalAI-Traffic-Anomaly-Reasoning" })
signal: "permissive"
stated_licence: "cc-by-4.0"
sources: 0