Anomaly Detection on MSL 44 (test)
85.03F1 ScoreETS
Evaluation results
| Method | Links | |
|---|---|---|
| ETS2024.11 | 85.03 | |
| DLinear2024.11 | 84.88 | |
| Pyraformer2024.11 | 84.86 | |
| Reformer2024.11 | 84.4 | |
| Informer2024.11 | 84.06 | |
| AnomalyTransformer2024.11 | 83.31 | |
| GPT4TS2024.11 | 82.45 | |
| TimesNet2024.11 | 81.84 | |
| Peri-midFormer2024.11 | 81.83 | |
| LogTrans2024.11 | 79.57 | |
| Autoformer2024.11 | 79.05 | |
| LightTS2024.11 | 78.95 | |
| PatchTST2024.11 | 78.7 | |
| Transformer2024.11 | 78.68 | |
| FEDformer2024.11 | 78.57 | |
| Non-stationary Transformer2024.11 | 77.5 |