Anomaly Detection F1-score on SMAP
0.7118F1 ScoreAnomaly Transformer
Evaluation Results
| Method | Links | |
|---|---|---|
| Anomaly TransformerYear=20212026.02 | 0.7118 | |
| AutoformerYear=20212026.02 | 0.7112 | |
| PyraformerYear=2022b2026.02 | 0.7109 | |
| Non-stationary TransformerYear=2022c2026.02 | 0.7109 | |
| ReformerYear=20202026.02 | 0.704 | |
| InformerYear=20212026.02 | 0.6992 | |
| TransformerYear=20172026.02 | 0.697 | |
| ETSformerYear=20222026.02 | 0.695 | |
| DLinearYear=20232026.02 | 0.6926 | |
| PatchTSTYear=2023b2026.02 | 0.6882 | |
| MAS4TS2026.02 | 0.6858 | |
| iTransformerYear=2024b2026.02 | 0.6687 | |
| TiDEYear=20232026.02 | 0.64 |