Anomaly Detection on WADI 575 (test)
0.803AUROCVaDE-hard+resid(auto)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VaDE-hard+resid(auto)Group=Ours2026.07 | 0.803 | 54.3 | 0.6 | |
| VaDEGroup=Ours2026.07 | 0.787 | 65.3 | 1.5 | |
| AutoEncoderGroup=Baseline2026.07 | 0.745 | 61.4 | 1 | |
| Isolation ForestGroup=Baseline2026.07 | 0.73 | 38 | 13.9 | |
| TranADGroup=SOTA2026.07 | 0.709 | 30.7 | 26.4 | |
| GDNGroup=SOTA2026.07 | 0.7 | 30.1 | 26.2 | |
| USADGroup=SOTA2026.07 | 0.686 | 28.8 | 30.4 | |
| trivial max|z|Group=Baseline2026.07 | 0.558 | 21.9 | 73.8 |