Time-series Anomaly Detection on Shapelet 4.9 (A-R, R-A-R, V-ROC)
98.2A-RCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 98.2 | 99.6 | 99.2 | |
| TsNet2024.10 | 87.1 | 88 | 87.5 | |
| AE2024.10 | 85.7 | 85.4 | 85.1 | |
| iTrans2024.10 | 85.6 | 88.3 | 87.4 | |
| Patch2024.10 | 81.2 | 85.1 | 84.4 | |
| IF2024.10 | 76.7 | 80 | 79.4 | |
| DLin2024.10 | 67 | 71.4 | 71.2 | |
| Ocsvm2024.10 | 65.1 | 71.6 | 71.1 | |
| DC2024.10 | 62.7 | 60.2 | 59.6 | |
| DualTF2024.10 | 62.3 | 74.2 | 72.3 | |
| NLin2024.10 | 55.2 | 64.2 | 62.7 | |
| ATrans2024.10 | 53.2 | 60.8 | 59.4 | |
| Modern2024.10 | 52.7 | 60.8 | 59.9 | |
| TFAD2024.10 | 50.2 | 53.1 | 52.5 | |
| PCA2024.10 | 49 | 62.4 | 60.1 | |
| HBOS2024.10 | 34.2 | 51 | 48.5 |