Anomaly Detection on UEA datasets
0.981EPSYSINBAD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SINBAD2023.02 | 0.981 | 0.961 | 0.978 | 0.997 | 0.923 | 0.968 | |
| NeuTraLAd2023.02 | 0.926 | 0.945 | 0.989 | 0.993 | 0.865 | 0.944 | |
| DROCC2023.02 | 0.858 | 0.872 | 0.858 | 0.953 | 0.8 | 0.868 | |
| ED2023.02 | 0.826 | 0.915 | 0.931 | 0.79 | 0.654 | 0.823 | |
| RNN2023.02 | 0.804 | 0.895 | 0.815 | 0.963 | 0.847 | 0.865 | |
| GOAD2023.02 | 0.767 | 0.871 | 0.947 | 0.977 | 0.799 | 0.872 | |
| DAGMM2023.02 | 0.722 | 0.789 | 0.809 | 0.898 | 0.51 | 0.746 | |
| IF2023.02 | 0.677 | 0.854 | 0.882 | 0.943 | 0.693 | 0.81 | |
| OCSVM2023.02 | 0.611 | 0.86 | 0.953 | 0.974 | 0.7 | 0.82 | |
| DSVDD2023.02 | 0.576 | 0.886 | 0.86 | 0.957 | 0.774 | 0.811 | |
| LOF2023.02 | 0.561 | 0.892 | 0.983 | 0.978 | 0.574 | 0.798 |