Anomaly Detection on UMD
100AUROCKMEx
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KMExCategory=Explainable SS, Transformation type=Manual Transformations (MT)2026.06 | 100 | 100 | |
| ProtoX-ADCategory=Explainable SS, Transformation type=Manual Transformations (MT)2026.06 | 100 | 100 | |
| Black-boxCategory=Black-box SS, Transformation type=Manual Transformations (MT)2026.06 | 100 | 100 | |
| OneClassSVMCategory=Shallow methods2026.06 | 91.75 | 95.71 | |
| ProtoX-ADCategory=Explainable SS, Transformation type=Neural Transformations (NT)2026.06 | 83.04 | 92.67 | |
| LocalOFCategory=Shallow methods2026.06 | 77.58 | 90.12 | |
| IsoForestCategory=Shallow methods2026.06 | 76.54 | 88.1 |