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---
{license: apache-2.0}
---

SMD+ dataset, please consider citing our work:

```
@misc{zhang2026postpriorobservationadversariallearning,
      title={POST: Prior-Observation Adversarial Learning of Spatio-Temporal Associations for Multivariate Time Series Anomaly Detection}, 
      author={Suofei Zhang and Yaxuan Zheng and Haifeng Hu},
      year={2026},
      eprint={2605.18128},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2605.18128}, 
}
```