Time Series Anomaly Detection on Shapelet 7.4
99.9Affinity Precision (Aff-P)CATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 99.9 | 96.9 | 98.3 | |
| TsNet2024.10 | 96.5 | 96.7 | 96.6 | |
| iTrans2024.10 | 94.1 | 97.2 | 95.7 | |
| DLin2024.10 | 91.4 | 97.4 | 94.3 | |
| Patch2024.10 | 91.3 | 97 | 94 | |
| AE2024.10 | 82.7 | 98.5 | 89.9 | |
| IF2024.10 | 82.1 | 94.9 | 88 | |
| TFAD2024.10 | 73.8 | 90.7 | 81.4 | |
| Ocsvm2024.10 | 66.2 | 98.3 | 79.1 | |
| ATrans2024.10 | 65.8 | 65.9 | 65.8 | |
| NLin2024.10 | 65.6 | 94.3 | 77.4 | |
| DC2024.10 | 64.1 | 82.3 | 72.1 | |
| DualTF2024.10 | 59.1 | 84.2 | 69.5 | |
| PCA2024.10 | 56.7 | 87 | 68.6 | |
| Modern2024.10 | 51.4 | 97.5 | 67.3 | |
| HBOS2024.10 | 49.9 | 87.3 | 63.5 |