Anomaly Detection on HAI (Easy)
97.9AUROCAutoEncoder
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AutoEncoderGroup=Baseline2026.07 | 97.9 | 82.8 | 0.5 | |
| VaDE-hard+resid(auto)Group=Ours2026.07 | 97.9 | 82 | 0.5 | |
| TranADGroup=SOTA2026.07 | 97.1 | 83.8 | 0.4 | |
| USADGroup=SOTA2026.07 | 96.8 | 83 | 0.7 | |
| trivial max|z|Group=Baseline2026.07 | 96.6 | 78.6 | 0.1 | |
| VaDEGroup=Ours2026.07 | 96.5 | 84.9 | 0.2 | |
| Isolation ForestGroup=Baseline2026.07 | 93.3 | 53.3 | 2.4 |