Time-series Anomaly Detection on NYC (A-R, R-A-R, V-ROC)
81.6A-R ScoreCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 81.6 | 83.6 | 82.7 | |
| TsNet2024.10 | 79.1 | 76.5 | 77.1 | |
| DLin2024.10 | 76.8 | 76.2 | 76 | |
| Patch2024.10 | 70.9 | 72.2 | 71.9 | |
| ATrans2024.10 | 67.1 | 75.3 | 72.2 | |
| NLin2024.10 | 67.1 | 70.6 | 70.1 | |
| PCA2024.10 | 66.6 | 74.4 | 73 | |
| iTrans2024.10 | 64 | 69.7 | 68.9 | |
| DualTF2024.10 | 63.3 | 75.4 | 73.7 | |
| DC2024.10 | 54.9 | 52.4 | 53 | |
| AE2024.10 | 50.4 | 63.6 | 61.9 | |
| TFAD2024.10 | 50.2 | 50.9 | 50.9 | |
| IF2024.10 | 47.5 | 63.2 | 61 | |
| Modern2024.10 | 46.6 | 59.8 | 57.9 | |
| Ocsvm2024.10 | 45.6 | 61.2 | 58.9 | |
| HBOS2024.10 | 44.6 | 54.5 | 53.6 |