Time Series Anomaly Detection on GECCO (AUC-PR, R-AUC-PR, VUS-PR)
44.7AUC-PRModern
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Modern2024.10 | 44.7 | 45.9 | 46.1 | |
| CATCH2024.10 | 41.8 | 47.3 | 46.5 | |
| TsNet2024.10 | 41 | 42.8 | 42.9 | |
| Patch2024.10 | 40 | 44.4 | 43.9 | |
| DLin2024.10 | 34.9 | 41.6 | 40.6 | |
| NLin2024.10 | 30.4 | 37.2 | 36.3 | |
| PCA2024.10 | 23.4 | 4.7 | 4.6 | |
| AE2024.10 | 20.6 | 3.3 | 3.3 | |
| HBOS2024.10 | 19.9 | 3.2 | 3.3 | |
| DualTF2024.10 | 13 | 5 | 4.9 | |
| iTrans2024.10 | 9.6 | 13.4 | 12.8 | |
| IF2024.10 | 5.2 | 8.5 | 8.3 | |
| Ocsvm2024.10 | 3.9 | 9.8 | 10.1 | |
| ATrans2024.10 | 1.3 | 2.2 | 2.2 | |
| DC2024.10 | 1.2 | 2 | 1.9 | |
| TFAD2024.10 | 1.2 | 1.9 | 1.8 |