Time Series Anomaly Detection on SWaT (F1, ADD, NRD)
96.19F1 ScoreU2AD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| U2AD2026.05 | 96.19 | 49.57 | 10.62 | |
| DCDetector2026.05 | 95.86 | 306.9 | 61.91 | |
| AT2026.05 | 92.26 | 63.6 | 16.47 | |
| TimesNet2026.05 | 90.3 | 93.45 | 26.65 | |
| InterFusion2026.05 | 86.7 | 156.4 | 41.27 | |
| TranAD2026.05 | 85.06 | 811.9 | 98.77 | |
| DeepSVDD2026.05 | 84.3 | 536.8 | 74.12 | |
| DIF2026.05 | 83.25 | 650.3 | 97.46 | |
| OmniAno2026.05 | 81.12 | 69.84 | 17.54 | |
| ImDiffusion2026.05 | 78.4 | 72.35 | 20.11 | |
| BeatGAN2026.05 | 70.04 | 621.8 | 96.98 | |
| DAGMM2026.05 | 69.21 | 518 | 96.25 |