Anomaly Detection on SWaT 45 (test)
94.23F1 ScoreGPT4TS
Evaluation results
| Method | Links | |
|---|---|---|
| GPT4TS2024.11 | 94.23 | |
| Peri-midFormer2024.11 | 93.4 | |
| LightTS2024.11 | 93.33 | |
| FEDformer2024.11 | 93.19 | |
| TimesNet2024.11 | 93.02 | |
| Autoformer2024.11 | 92.74 | |
| Pyraformer2024.11 | 91.78 | |
| DLinear2024.11 | 87.52 | |
| PatchTST2024.11 | 85.72 | |
| ETS2024.11 | 84.91 | |
| AnomalyTransformer2024.11 | 83.1 | |
| Reformer2024.11 | 82.8 | |
| Informer2024.11 | 81.43 | |
| LogTrans2024.11 | 80.52 | |
| Transformer2024.11 | 80.37 | |
| Non-stationary Transformer2024.11 | 79.88 |