Time Series Anomaly Detection on ASD (A-P, R-A-P, V-PR)
24.5A-P (AUC-PR)TsNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 24.5 | 25.4 | 25.3 | |
| CATCH2024.10 | 23.1 | 26.9 | 26.1 | |
| AE2024.10 | 20.3 | 20.8 | 20.8 | |
| IF2024.10 | 19.5 | 19.7 | 19.7 | |
| Patch2024.10 | 17.4 | 20.2 | 20 | |
| DLin2024.10 | 17 | 19.1 | 18.8 | |
| iTrans2024.10 | 16.4 | 19.7 | 19.4 | |
| Modern2024.10 | 15.8 | 17 | 17 | |
| PCA2024.10 | 14.4 | 15.4 | 14.9 | |
| Ocsvm2024.10 | 14.2 | 10.2 | 10.3 | |
| HBOS2024.10 | 13.3 | 13.2 | 13 | |
| NLin2024.10 | 13.2 | 13.9 | 13.9 | |
| DualTF2024.10 | 9.5 | 10.3 | 10.3 | |
| ATrans2024.10 | 5.2 | 8.2 | 8 | |
| TFAD2024.10 | 5.2 | 8.9 | 9.1 | |
| DC2024.10 | 4.9 | 9 | 9 |