Time-series Anomaly Detection on SMD (A-R, R-A-R, V-ROC)
81.1Anomaly Recall (A-R)CATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 81.1 | 80 | 79.7 | |
| AE2024.10 | 77.4 | 78.3 | 78.2 | |
| iTrans2024.10 | 74.5 | 76.2 | 76.1 | |
| NLin2024.10 | 73.8 | 76.2 | 76 | |
| Patch2024.10 | 73.6 | 76 | 75.8 | |
| DLin2024.10 | 72.8 | 75.4 | 75.1 | |
| TsNet2024.10 | 72.7 | 74.7 | 74.6 | |
| Modern2024.10 | 72.2 | 74.3 | 74.2 | |
| PCA2024.10 | 67.9 | 65.6 | 65.5 | |
| IF2024.10 | 66.4 | 67.9 | 67.8 | |
| DualTF2024.10 | 63.1 | 59.4 | 59.2 | |
| HBOS2024.10 | 62.6 | 59.7 | 59.7 | |
| Ocsvm2024.10 | 60.2 | 57.9 | 57.8 | |
| ATrans2024.10 | 50.8 | 50 | 49.9 | |
| DC2024.10 | 50.2 | 50.5 | 50.5 | |
| TFAD2024.10 | 50 | 50 | 50 |