Anomaly Detection on PSM 46 (test)
97.34F1 ScoreTimesNet
Evaluation results
| Method | Links | |
|---|---|---|
| TimesNet2024.11 | 97.34 | |
| Non-stationary Transformer2024.11 | 97.29 | |
| FEDformer2024.11 | 97.23 | |
| Peri-midFormer2024.11 | 97.19 | |
| LightTS2024.11 | 97.15 | |
| GPT4TS2024.11 | 97.13 | |
| PatchTST2024.11 | 96.08 | |
| DLinear2024.11 | 93.55 | |
| Autoformer2024.11 | 93.29 | |
| ETS2024.11 | 91.76 | |
| Pyraformer2024.11 | 82.08 | |
| AnomalyTransformer2024.11 | 79.4 | |
| Informer2024.11 | 77.1 | |
| LogTrans2024.11 | 76.74 | |
| Transformer2024.11 | 76.07 | |
| Reformer2024.11 | 73.61 |