Time-Series Anomaly Detection on NYC (AUC-PR, R-AUC-PR, VUS-PR)
7.6AUC-PRCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 7.6 | 12 | 11.4 | |
| NLin2024.10 | 6.2 | 6.6 | 6.5 | |
| TsNet2024.10 | 6 | 6.9 | 7 | |
| Patch2024.10 | 4.6 | 5.9 | 5.9 | |
| DLin2024.10 | 4.6 | 6.1 | 6.1 | |
| PCA2024.10 | 4.6 | 7.6 | 7.2 | |
| ATrans2024.10 | 4.5 | 9.6 | 8.7 | |
| DualTF2024.10 | 4 | 6.5 | 6.3 | |
| DC2024.10 | 3.4 | 4.5 | 4.7 | |
| iTrans2024.10 | 3.3 | 5.1 | 5.1 | |
| AE2024.10 | 2.5 | 4.6 | 4.5 | |
| TFAD2024.10 | 2.3 | 4.6 | 4.7 | |
| IF2024.10 | 2.2 | 4.7 | 4.5 | |
| Modern2024.10 | 2 | 3.8 | 3.7 | |
| Ocsvm2024.10 | 2 | 33.3 | 31.8 | |
| HBOS2024.10 | 1.9 | 3.1 | 3.2 |