Time Series Anomaly Detection on Seasonal 4.8
100Affinity PrecisionCATCH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CATCH2024.10 | 100 | 99.8 | 99.9 | |
| iTrans2024.10 | 100 | 98.6 | 99.3 | |
| TsNet2024.10 | 100 | 98.7 | 99.3 | |
| Patch2024.10 | 100 | 98.7 | 99.4 | |
| DLin2024.10 | 100 | 98.8 | 99.4 | |
| NLin2024.10 | 99.3 | 93.1 | 96.1 | |
| DualTF2024.10 | 95 | 76.1 | 84.5 | |
| ATrans2024.10 | 94.5 | 78.4 | 85.7 | |
| DC2024.10 | 91.2 | 84.7 | 87.9 | |
| AE2024.10 | 87 | 99.4 | 92.8 | |
| IF2024.10 | 85.9 | 99.3 | 92.1 | |
| Ocsvm2024.10 | 65.4 | 99.8 | 79 | |
| TFAD2024.10 | 57.3 | 48.5 | 52.5 | |
| PCA2024.10 | 53.4 | 89.3 | 66.8 | |
| Modern2024.10 | 53.3 | 95.5 | 68.4 | |
| HBOS2024.10 | 50.9 | 94.4 | 66.1 |