Outlier Detection on landsat ADBench
69.91AUROCICL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ICLhyperparameter tuning=true, cross-validation=true2025.07 | 69.91 | 42.64 | |
| UniODhyperparameter tuning=true, cross-validation=true2025.07 | 69.1 | 28.1 | |
| SLADhyperparameter tuning=true, cross-validation=true2025.07 | 67.24 | 29.21 | |
| KDEhyperparameter tuning=true, cross-validation=true2025.07 | 62.46 | 26.03 | |
| NeutralADhyperparameter tuning=true, cross-validation=true2025.07 | 61.92 | 28.33 | |
| kNNhyperparameter tuning=true, cross-validation=true2025.07 | 61.58 | 25.72 | |
| DTE-NPhyperparameter tuning=true, cross-validation=true2025.07 | 59.2 | 25.13 | |
| MetaODhyperparameter tuning=true, cross-validation=true2025.07 | 56.8 | 24.29 | |
| LOFhyperparameter tuning=true, cross-validation=true2025.07 | 52.86 | 23.44 | |
| IFhyperparameter tuning=true, cross-validation=true2025.07 | 52.78 | 21.13 | |
| DPADhyperparameter tuning=true, cross-validation=true2025.07 | 52.72 | 22.14 | |
| AEhyperparameter tuning=true, cross-validation=true2025.07 | 49.87 | 20.23 | |
| LODAhyperparameter tuning=true, cross-validation=true2025.07 | 42.98 | 17.71 | |
| DSVDDhyperparameter tuning=true, cross-validation=true2025.07 | 42.59 | 19.02 | |
| OC-SVMhyperparameter tuning=true, cross-validation=true2025.07 | 41.16 | 17.75 | |
| KPCA+MLPhyperparameter tuning=true, cross-validation=true2025.07 | 39.04 | 15.95 | |
| ECODhyperparameter tuning=true, cross-validation=true2025.07 | 36.78 | 16.35 |