Time Series Anomaly Detection on SMD (Aff-F1, AUC-ROC)
84.7Aff-F1CATCH
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CATCH2024.10 | 84.7 | 81.1 | |
| Patch2024.10 | 84.5 | 73.6 | |
| NLin2024.10 | 84.4 | 73.8 | |
| DLin2024.10 | 84.1 | 72.8 | |
| Modern2024.10 | 84 | 72.2 | |
| TsNet2024.10 | 83.1 | 72.7 | |
| iTrans2024.10 | 82.7 | 74.5 | |
| Ocsvm2024.10 | 74.2 | 60.2 | |
| PCA2024.10 | 73.8 | 67.9 | |
| ATrans2024.10 | 72.4 | 50.8 | |
| DualTF2024.10 | 67.9 | 63.1 | |
| DC2024.10 | 67.5 | 50.2 | |
| TFAD2024.10 | 66 | 50 | |
| HBOS2024.10 | 62.9 | 62.6 | |
| IF2024.10 | 62.6 | 66.4 | |
| AE2024.10 | 43.9 | 77.4 |