Time Series Anomaly Detection on Trend 4.8
87.7Affinity PrecisionIF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IF2024.10 | 87.7 | 94.2 | 90.9 | |
| CATCH2024.10 | 86.1 | 99.7 | 92.4 | |
| TsNet2024.10 | 86.1 | 92.9 | 89.3 | |
| Patch2024.10 | 84 | 97.8 | 90.4 | |
| iTrans2024.10 | 83.1 | 98.4 | 90.1 | |
| Modern2024.10 | 81.2 | 97.4 | 88.6 | |
| NLin2024.10 | 76.5 | 99.4 | 86.5 | |
| DC2024.10 | 75.1 | 80.3 | 77.6 | |
| DLin2024.10 | 57.1 | 99.1 | 72.4 | |
| TFAD2024.10 | 57.1 | 55.3 | 56.2 | |
| ATrans2024.10 | 56 | 74.6 | 64 | |
| DualTF2024.10 | 50.5 | 93.7 | 65.6 | |
| PCA2024.10 | 50.5 | 100 | 67.1 | |
| HBOS2024.10 | 50.3 | 99.6 | 66.8 | |
| AE2024.10 | 50.2 | 99.5 | 66.7 | |
| Ocsvm2024.10 | 50.2 | 100 | 66.8 |