Anomaly Detection on Ionosphere (AUC-PR)
98.95AUC-PRDRL
Evaluation Results
| Method | Links | |
|---|---|---|
| DRL2025.10 | 98.95 | |
| LLM-DASVariant=DRL2025.10 | 98.46 | |
| NPT-AD2025.10 | 98.12 | |
| MCM2025.10 | 98.02 | |
| ICL2025.10 | 97.77 | |
| IForest2025.10 | 97.68 | |
| ECOD2025.10 | 97.13 | |
| TTADk=32026.05 | 97.08 | |
| DTE2025.10 | 96.83 | |
| LOF2025.10 | 95.91 | |
| AnoLLMModel Scale=35M2025.10 | 93.3 | |
| AnoLLMModel Scale=360M2025.10 | 93.2 | |
| KNN2025.10 | 92.97 | |
| LLM-DASVariant=PCA2025.10 | 92.6 | |
| OCSVM2025.10 | 89.69 | |
| PCA2025.10 | 89.69 | |
| DeepSVDD2025.10 | 86.7 | |
| DRLk=32026.05 | 82.82 | |
| LUNARk=32026.05 | 82.41 | |
| EPHADk=32026.05 | 81.7 | |
| DIFk=32026.05 | 80.97 | |
| Iforestk=32026.05 | 80.94 | |
| OCSVMk=32026.05 | 80.94 | |
| LOFk=32026.05 | 80.32 | |
| DeepSVDDk=32026.05 | 77.72 | |
| RTTADk=32026.05 | 75.52 | |
| MCMk=32026.05 | 75.04 | |
| AutoEncoder2025.10 | 73.28 | |
| SLADk=32026.05 | 70.38 | |
| ECODk=32026.05 | 68.42 | |
| GOADk=32026.05 | 65.43 | |
| NeuTraLADk=32026.05 | 63.37 | |
| ICLk=32026.05 | 60.63 |