Time Series Anomaly Detection on TSA
70.28PrecisionOmniAnomaly
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OmniAnomalyModel Category=Reconstruction based2020.09 | 70.28 | 80.39 | 74.99 | |
| LSTM-VAEModel Category=Reconstruction based2020.09 | 69.7 | 77.36 | 73.33 | |
| MTAD-GATModel Category=Forecasting based2020.09 | 69.51 | 93.52 | 79.75 | |
| LSTM-NDTModel Category=Forecasting based2020.09 | 58.33 | 72.32 | 64.57 | |
| KitNetModel Category=Reconstruction based2020.09 | 55.79 | 80.12 | 65.77 | |
| MAD-GANModel Category=Reconstruction based2020.09 | 55.1 | 82.84 | 66.2 | |
| DAGMMModel Category=Forecasting based2020.09 | 53.51 | 88.45 | 66.68 | |
| GAN-LiModel Category=Reconstruction based2020.09 | 53.02 | 75.51 | 62.29 |