Time Series Anomaly Detection on PSM (Acc, Aff-F1, A-R, A-P, R-A-R, R-A-P, V-R, V-P)
85.34Affiliation F1KAN-AD
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| KAN-AD2026.06 | 85.34 | 73.47 | 64.34 | 45.6 | 63.75 | 45.14 | 63.77 | 45.23 | — | — | |
| SCAN2026.06 | 84.63 | 62.98 | 64.52 | 44.78 | 74.13 | 58.95 | 74.57 | 58.51 | — | — | |
| TimesNet2026.06 | 79.7 | 27.73 | 57.55 | 37.01 | 66.17 | 48.27 | 63.44 | 43.73 | — | — | |
| ModernTCN2026.06 | 79.59 | 30.16 | 58.46 | 38.43 | 65.5 | 47.48 | 64.8 | 46.89 | — | — | |
| TimeMixer2026.06 | 74.99 | 27.74 | 55.22 | 34.47 | 61.4 | 40.89 | 59.74 | 38.07 | — | — | |
| CATCH2024.10 | 0.859 | — | — | — | — | — | — | — | 0.808 | 0.918 | |
| iTrans2024.10 | 0.854 | — | — | — | — | — | — | — | 0.765 | 0.966 | |
| NLin2024.10 | 0.843 | — | — | — | — | — | — | — | 0.762 | 0.942 | |
| TsNet2024.10 | 0.842 | — | — | — | — | — | — | — | 0.762 | 0.939 | |
| Patch2024.10 | 0.831 | — | — | — | — | — | — | — | 0.739 | 0.948 | |
| DLin2024.10 | 0.831 | — | — | — | — | — | — | — | 0.777 | 0.893 | |
| Modern2024.10 | 0.825 | — | — | — | — | — | — | — | 0.734 | 0.941 | |
| DualTF2024.10 | 0.725 | — | — | — | — | — | — | — | 0.622 | 0.868 | |
| ATrans2024.10 | 0.71 | — | — | — | — | — | — | — | 0.6 | 0.871 | |
| AE2024.10 | 0.707 | — | — | — | — | — | — | — | 0.776 | 0.649 | |
| PCA2024.10 | 0.702 | — | — | — | — | — | — | — | 0.712 | 0.692 | |
| DC2024.10 | 0.682 | — | — | — | — | — | — | — | 0.538 | 0.932 | |
| HBOS2024.10 | 0.658 | — | — | — | — | — | — | — | 0.621 | 0.7 | |
| TFAD2024.10 | 0.628 | — | — | — | — | — | — | — | 0.543 | 0.744 | |
| IF2024.10 | 0.62 | — | — | — | — | — | — | — | 0.904 | 0.472 | |
| Ocsvm2024.10 | 0.531 | — | — | — | — | — | — | — | 0.652 | 0.447 |