Anomaly Detection on ADBench aloi
10.36Average AUC PRFeatureBagging
Evaluation Results
| Method | Links | |
|---|---|---|
| FeatureBaggingsetting=unsupervised, seeds=52023.05 | 10.36 | |
| LOFsetting=unsupervised, seeds=52023.05 | 9.69 | |
| DTE-NPsetting=unsupervised, seeds=52023.05 | 5.55 | |
| kNNsetting=unsupervised, seeds=52023.05 | 4.76 | |
| ICLsetting=unsupervised, seeds=52023.05 | 4.6 | |
| GANomalysetting=unsupervised, seeds=52023.05 | 4.38 | |
| DTE-IGsetting=unsupervised, seeds=52023.05 | 3.95 | |
| OCSVMsetting=unsupervised, seeds=52023.05 | 3.92 | |
| CBLOFsetting=unsupervised, seeds=52023.05 | 3.74 | |
| PCAsetting=unsupervised, seeds=52023.05 | 3.72 | |
| VAEsetting=unsupervised, seeds=52023.05 | 3.7 | |
| SLADsetting=unsupervised, seeds=52023.05 | 3.65 | |
| DDPMsetting=unsupervised, seeds=52023.05 | 3.59 | |
| DeepSVDDsetting=unsupervised, seeds=52023.05 | 3.44 | |
| IForestsetting=unsupervised, seeds=52023.05 | 3.39 | |
| HBOSsetting=unsupervised, seeds=52023.05 | 3.38 | |
| DAGMMsetting=unsupervised, seeds=52023.05 | 3.31 | |
| ECODsetting=unsupervised, seeds=52023.05 | 3.29 | |
| GOADsetting=unsupervised, seeds=52023.05 | 3.28 | |
| DTE-Csetting=unsupervised, seeds=52023.05 | 3.28 | |
| LODAsetting=unsupervised, seeds=52023.05 | 3.27 | |
| PlanarFlowsetting=unsupervised, seeds=52023.05 | 3.23 | |
| MCDsetting=unsupervised, seeds=52023.05 | 3.22 | |
| COPODsetting=unsupervised, seeds=52023.05 | 3.13 | |
| DIFsetting=unsupervised, seeds=52023.05 | 3.06 | |
| DROCCsetting=unsupervised, seeds=52023.05 | 3.04 |