Anomaly Detection on MSL (Accuracy, Precision, Recall, F1)
85.03F1-scoreETSformer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ETSformerYear=20222026.02 | 85.03 | — | — | — | |
| DLinearYear=20232026.02 | 84.88 | — | — | — | |
| PyraformerYear=2022b2026.02 | 84.86 | — | — | — | |
| ReformerYear=20202026.02 | 84.4 | — | — | — | |
| InformerYear=20212026.02 | 84.06 | — | — | — | |
| Anomaly TransformerYear=20212026.02 | 83.31 | — | — | — | |
| MAS4TS2026.02 | 82.06 | — | — | — | |
| AutoformerYear=20212026.02 | 79.05 | — | — | — | |
| PatchTSTYear=2023b2026.02 | 78.7 | — | — | — | |
| TransformerYear=20172026.02 | 78.68 | — | — | — | |
| Non-stationary TransformerYear=2022c2026.02 | 77.5 | — | — | — | |
| iTransformerYear=2024b2026.02 | 72.54 | — | — | — | |
| TiDEYear=20232026.02 | 70.18 | — | — | — | |
| FITS2023.07 | 69.52 | 81.52 | 61.38 | 80.16 |