DATASET_CARD.md

license	CC-BY-NC-4.0
video	behavior-understanding
tags	Video Anomaly Detection

PreVAD

Code repo: https://github.com/Kamino666/LaGoVAD-PreVAD

PreVAD (Pre-training Video Anomaly Dataset) is a large-scale and diverse video anomaly detection dataset, featuring 35,279 annotated videos with multi-level category labels and descriptions that explicitly define anomalies.

Citation

@article{liu2025lagovad,
  title={Language-guided Open-world Video Anomaly Detection},
  author={Liu, Zihao and Wu, Xiaoyu and Wu, Jianqin and Wang, Xuxu and Yang, Linlin},
  journal={arXiv preprint arXiv:2503.13160},
  year={2025}
}