Time Series Anomaly Detection on Contextual 4.9
86.1Affinity PrecisionAE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE2024.10 | 86.1 | 67.4 | 75.6 | |
| IF2024.10 | 86.1 | 58.2 | 69.4 | |
| CATCH2024.10 | 83.8 | 81.2 | 82.5 | |
| iTrans2024.10 | 82.1 | 76.1 | 79 | |
| DLin2024.10 | 77.3 | 80.6 | 78.9 | |
| Patch2024.10 | 66.9 | 88.3 | 76.1 | |
| Ocsvm2024.10 | 61.9 | 76.9 | 68.6 | |
| NLin2024.10 | 56.3 | 90.8 | 69.5 | |
| TsNet2024.10 | 55.2 | 83.7 | 66.6 | |
| TFAD2024.10 | 52.6 | 66.6 | 58.8 | |
| ATrans2024.10 | 51.7 | 79.2 | 62.5 | |
| Modern2024.10 | 50.5 | 81.4 | 62.3 | |
| DualTF2024.10 | 50.3 | 77.6 | 61.1 | |
| DC2024.10 | 49 | 77.9 | 60.2 | |
| PCA2024.10 | 48.8 | 46.3 | 47.5 | |
| HBOS2024.10 | 48.7 | 54.7 | 51.5 |