Time Series Anomaly Detection on SMD (Aff-P, Aff-R, Aff-F)
88.9Affine PrecisionAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE2024.10 | 88.9 | 29.1 | 43.9 | |
| IF2024.10 | 80.1 | 51.3 | 62.6 | |
| CATCH2024.10 | 77.3 | 93.8 | 84.7 | |
| NLin2024.10 | 76.2 | 94.6 | 84.4 | |
| DLin2024.10 | 76.1 | 94 | 84.1 | |
| Modern2024.10 | 75.5 | 94.8 | 84 | |
| Patch2024.10 | 74.8 | 97 | 84.5 | |
| TsNet2024.10 | 74.5 | 93.8 | 83.1 | |
| iTrans2024.10 | 73.6 | 94.3 | 82.7 | |
| PCA2024.10 | 68 | 80.7 | 73.8 | |
| Ocsvm2024.10 | 64.9 | 86.6 | 74.2 | |
| ATrans2024.10 | 60.7 | 89.5 | 72.4 | |
| HBOS2024.10 | 55.7 | 72.2 | 62.9 | |
| DualTF2024.10 | 52.7 | 95.6 | 67.9 | |
| TFAD2024.10 | 51.7 | 91.3 | 66 | |
| DC2024.10 | 51 | 99.8 | 67.5 |