Leak Detection on Yorkshire Water Leak Detection p=0.9
98.81AUROCProtoX-AD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtoX-ADCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 98.81 | 98.32 | |
| IsoForestCategory=Shallow methods2026.06 | 98.78 | 98.36 | |
| LocalOFCategory=Shallow methods2026.06 | 98.78 | 98.2 | |
| OneClassSVMCategory=Shallow methods2026.06 | 97.93 | 97.24 | |
| Black-boxCategory=Black-box SS, Transformation=Manual (MT)2026.06 | 97.5 | 96.59 | |
| KMExCategory=Explainable SS, Transformation=Manual (MT)2026.06 | 96.9 | 95.92 | |
| ProtoX-ADCategory=Explainable SS, Transformation=Neural (NT)2026.06 | 47.92 | 68 |