Time Series Anomaly Detection on SWaT (Affiliation-F1, F1_T, Standard-F1, VUS-PR)
76.18Affiliation-F1DADA†
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DADA†Training Setting=Zero-Shot2026.02 | 76.18 | 35.13 | 34.78 | 21.13 | |
| VETimeTraining Setting=Zero-Shot2026.02 | 75.45 | 39.94 | 55.87 | 42.93 | |
| VETimeTraining Setting=Full-Shot2026.02 | 75.45 | 39.94 | 55.87 | 42.93 | |
| TranADTraining Setting=Full-Shot2026.02 | 75.37 | 49.58 | 61.86 | 47.37 | |
| USADTraining Setting=Full-Shot2026.02 | 75.06 | 50.41 | 62.82 | 44.73 | |
| OmniAnomalyTraining Setting=Full-Shot2026.02 | 73.39 | 46.64 | 55.93 | 42.97 | |
| TimeRCDTraining Setting=Zero-Shot2026.02 | 71.55 | 30.28 | 28.73 | 17.58 | |
| TS-PulseTraining Setting=Zero-Shot2026.02 | 71.18 | 28.58 | 23.84 | 15.67 | |
| MOMENT†Training Setting=Zero-Shot2026.02 | 70.17 | 28.76 | 21.3 | 14.9 | |
| Time MOETraining Setting=Zero-Shot2026.02 | 64.37 | 30.11 | 23.58 | 16.2 | |
| LOFTraining Setting=Full-Shot2026.02 | 56.34 | 30.62 | 29.08 | 14.5 |