Anomaly Detection on Global Temperature Anomalies gcag
97.49AUROCBlack-box
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Black-boxModel Category=Black-box SS, Transformation Type=Manual Transformations2026.06 | 97.49 | 99.65 | |
| KMExModel Category=Explainable SS, Transformation Type=Manual Transformations2026.06 | 96.46 | 99.5 | |
| ProtoX-ADModel Category=Explainable SS, Transformation Type=Manual Transformations2026.06 | 91.47 | 98.67 | |
| OneClassSVMModel Category=Shallow methods2026.06 | 86.69 | 98.06 | |
| LocalOFModel Category=Shallow methods2026.06 | 82.32 | 97.36 | |
| IsoForestModel Category=Shallow methods2026.06 | 79.06 | 96.6 | |
| ProtoX-ADModel Category=Explainable SS, Transformation Type=Neural Transformations2026.06 | 56.57 | 92.18 |