Anomaly Detection on Global Temperature Anomalies (GISTEMP)
99.61AUROCProtoX-AD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtoX-ADModel Category=Explainable SS, Transformation Type=Manual Transformations2026.06 | 99.61 | 99.9 | |
| KMExModel Category=Explainable SS, Transformation Type=Manual Transformations2026.06 | 99.53 | 99.89 | |
| Black-boxModel Category=Black-box SS, Transformation Type=Manual Transformations2026.06 | 99.51 | 99.88 | |
| OneClassSVMModel Category=Shallow methods2026.06 | 91.23 | 97.83 | |
| LocalOFModel Category=Shallow methods2026.06 | 90.67 | 97.75 | |
| IsoForestModel Category=Shallow methods2026.06 | 89.22 | 97.28 | |
| ProtoX-ADModel Category=Explainable SS, Transformation Type=Neural Transformations2026.06 | 83.89 | 96.27 |