Anomaly Detection on ADBench MNIST-C
21.86F1 ScoreSLAD
Evaluation Results
| Method | Links | |
|---|---|---|
| SLADsetting=unsupervised2023.05 | 21.86 | |
| DTE-NPsetting=unsupervised2023.05 | 21.64 | |
| kNNsetting=unsupervised2023.05 | 21.36 | |
| OCSVMsetting=unsupervised2023.05 | 21.22 | |
| DDPMsetting=unsupervised2023.05 | 20.98 | |
| GOADsetting=unsupervised2023.05 | 20.92 | |
| VAEsetting=unsupervised2023.05 | 20.64 | |
| PCAsetting=unsupervised2023.05 | 20.52 | |
| CBLOFsetting=unsupervised2023.05 | 20.24 | |
| GANomalysetting=unsupervised2023.05 | 20.21 | |
| IForestsetting=unsupervised2023.05 | 20.09 | |
| DTE-Csetting=unsupervised2023.05 | 19.55 | |
| PlanarFlowsetting=unsupervised2023.05 | 18.32 | |
| MCDsetting=unsupervised2023.05 | 17.45 | |
| DTE-IGsetting=unsupervised2023.05 | 16.19 | |
| FeatureBaggingsetting=unsupervised2023.05 | 16.07 | |
| LOFsetting=unsupervised2023.05 | 15.91 | |
| DROCCsetting=unsupervised2023.05 | 14.5 | |
| DeepSVDDsetting=unsupervised2023.05 | 13.82 | |
| HBOSsetting=unsupervised2023.05 | 13.49 | |
| LODAsetting=unsupervised2023.05 | 13.3 | |
| ICLsetting=unsupervised2023.05 | 11.6 | |
| DAGMMsetting=unsupervised2023.05 | 11.43 | |
| DIFsetting=unsupervised2023.05 | 5.03 | |
| COPODsetting=unsupervised2023.05 | 4.68 | |
| ECODsetting=unsupervised2023.05 | 4.68 |