Leak Detection on Yorkshire Water Leak Detection p=0.8
98AUROC (%)ProtoX-AD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtoX-ADCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 98 | 98.67 | |
| IsoForestCategory=Shallow methods2026.06 | 97.64 | 98.55 | |
| Black-boxCategory=Black-box SS, Transformation=Manual (MT)2026.06 | 97.15 | 98.3 | |
| LocalOFCategory=Shallow methods2026.06 | 97.1 | 98.19 | |
| OneClassSVMCategory=Shallow methods2026.06 | 95.64 | 97.27 | |
| KMExCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 95.59 | 96.96 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Neural (NT)2026.06 | 46.95 | 76.6 |