Anomaly Detection on ADBench breastw
94.15F1 ScoreCOPOD
Evaluation Results
| Method | Links | |
|---|---|---|
| COPODsetting=unsupervised2023.05 | 94.15 | |
| HBOSsetting=unsupervised2023.05 | 93.45 | |
| ECODsetting=unsupervised2023.05 | 92.77 | |
| MCDsetting=unsupervised2023.05 | 92.41 | |
| kNNsetting=unsupervised2023.05 | 92.22 | |
| LODAsetting=unsupervised2023.05 | 91.28 | |
| PCAsetting=unsupervised2023.05 | 91.22 | |
| IForestsetting=unsupervised2023.05 | 90.98 | |
| DTE-NPsetting=unsupervised2023.05 | 90.14 | |
| OCSVMsetting=unsupervised2023.05 | 88.78 | |
| VAEsetting=unsupervised2023.05 | 88.1 | |
| PlanarFlowsetting=unsupervised2023.05 | 86.9 | |
| CBLOFsetting=unsupervised2023.05 | 86.25 | |
| GANomalysetting=unsupervised2023.05 | 84.93 | |
| GOADsetting=unsupervised2023.05 | 78.47 | |
| DTE-IGsetting=unsupervised2023.05 | 78.37 | |
| DROCCsetting=unsupervised2023.05 | 74.44 | |
| DTE-Csetting=unsupervised2023.05 | 70.61 | |
| DAGMMsetting=unsupervised2023.05 | 66.65 | |
| ICLsetting=unsupervised2023.05 | 62.26 | |
| SLADsetting=unsupervised2023.05 | 60.28 | |
| DDPMsetting=unsupervised2023.05 | 56.27 | |
| DeepSVDDsetting=unsupervised2023.05 | 51.56 | |
| DIFsetting=unsupervised2023.05 | 33.89 | |
| LOFsetting=unsupervised2023.05 | 19.88 | |
| FeatureBaggingsetting=unsupervised2023.05 | 6.92 |