Time-series Anomaly Detection on Shapelet 7.4 (A-R, R-A-R, V-ROC)
95.7A-RCATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 95.7 | 99.1 | 98.4 | |
| TsNet2024.10 | 88.2 | 88.5 | 88.5 | |
| AE2024.10 | 87.4 | 85.3 | 85.6 | |
| iTrans2024.10 | 87.2 | 87.7 | 87.6 | |
| Patch2024.10 | 82.4 | 86 | 85.3 | |
| IF2024.10 | 72.8 | 78 | 77.1 | |
| DLin2024.10 | 69.7 | 74.8 | 74.1 | |
| Ocsvm2024.10 | 66 | 74.5 | 72.7 | |
| NLin2024.10 | 57.3 | 64 | 63.3 | |
| DC2024.10 | 56.7 | 54.6 | 53.7 | |
| PCA2024.10 | 54.5 | 68.7 | 65.8 | |
| DualTF2024.10 | 52.3 | 62.4 | 60.3 | |
| Modern2024.10 | 51.8 | 61.8 | 60.6 | |
| ATrans2024.10 | 50.6 | 52.7 | 51.8 | |
| TFAD2024.10 | 50.3 | 53 | 52.7 | |
| HBOS2024.10 | 33.2 | 51.2 | 48.6 |