Time Series Anomaly Detection on Contextual 7.2
90.7Aff-PCATCH
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 90.7 | 74.8 | 82 | |
| AE2024.10 | 90.1 | 64.7 | 75.3 | |
| IF2024.10 | 87.7 | 53.5 | 66.5 | |
| iTrans2024.10 | 82.6 | 80.3 | 81.4 | |
| DLin2024.10 | 70.9 | 84.1 | 77 | |
| Patch2024.10 | 70.5 | 85.1 | 77.1 | |
| Ocsvm2024.10 | 66 | 76 | 70.7 | |
| NLin2024.10 | 58.5 | 88.7 | 70.5 | |
| TsNet2024.10 | 56.6 | 80.6 | 66.5 | |
| TFAD2024.10 | 52.3 | 58 | 55 | |
| DualTF2024.10 | 51.9 | 90.5 | 66 | |
| Modern2024.10 | 50.8 | 78.2 | 61.6 | |
| PCA2024.10 | 50.5 | 44.7 | 47.4 | |
| ATrans2024.10 | 49.8 | 68.5 | 57.7 | |
| DC2024.10 | 49.6 | 73.5 | 59.2 | |
| HBOS2024.10 | 47.6 | 42.2 | 44.7 |