Anomaly Detection on WADI (Difficult)
72.6AUROCVaDE-hard+resid(auto)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VaDE-hard+resid(auto)Group=Ours2026.07 | 72.6 | 32.7 | 0.6 | |
| Isolation ForestGroup=Baseline2026.07 | 69.6 | 29.2 | 13.9 | |
| GDNGroup=SOTA2026.07 | 58.2 | 24.2 | 26.2 | |
| USADGroup=SOTA2026.07 | 55.4 | 23.4 | 30.4 | |
| TranADGroup=SOTA2026.07 | 54.7 | 24.2 | 26.4 | |
| VaDEGroup=Ours2026.07 | 49.4 | 25.7 | 1.5 | |
| AutoEncoderGroup=Baseline2026.07 | 43 | 25.7 | 1 | |
| trivial max|z|Group=Baseline2026.07 | 30.7 | 20.4 | 73.8 |