Time Series Anomaly Detection on SWAT (Affinity Metrics)
69.8Affinity PrecisionTsNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TsNet2024.10 | 69.8 | 91.8 | 79.3 | |
| CATCH2024.10 | 62.3 | 95.6 | 75.5 | |
| TFAD2024.10 | 61.3 | 77.7 | 68.6 | |
| AE2024.10 | 60.4 | 94.9 | 73.8 | |
| Modern2024.10 | 59.3 | 94.2 | 72.8 | |
| DLin2024.10 | 58.6 | 98.8 | 73.6 | |
| Patch2024.10 | 58.2 | 93.2 | 71.6 | |
| IF2024.10 | 57.4 | 83.5 | 68.1 | |
| PCA2024.10 | 57.1 | 93.2 | 70.8 | |
| iTrans2024.10 | 56.8 | 97.6 | 71.8 | |
| NLin2024.10 | 56.5 | 97.2 | 71.5 | |
| Ocsvm2024.10 | 54.2 | 99.9 | 70.3 | |
| ATrans2024.10 | 53.9 | 98.1 | 69.6 | |
| DC2024.10 | 53.9 | 98.2 | 69.6 | |
| DualTF2024.10 | 53.5 | 99.3 | 69.5 | |
| HBOS2024.10 | 52.7 | 84.7 | 65 |