Anomaly Detection on Aggregated Datasets
1.73Ranking PositionREJEX
Evaluation results
| Method | Links | |
|---|---|---|
| REJEXDetector=INNE2023.05 | 1.73 | |
| REJEXDetector=KNN2023.05 | 2.02 | |
| REJEXDetector=LOF2023.05 | 2.04 | |
| REJEXDetector=GMM2023.05 | 2.12 | |
| REJEXDetector=IFOR2023.05 | 2.23 | |
| REJEXDetector=HBOS2023.05 | 2.29 | |
| REJEXDetector=AVG2023.05 | 2.29 | |
| REJEXDetector=KDE2023.05 | 2.33 | |
| REJEXDetector=OCSVM2023.05 | 2.33 | |
| REJEXDetector=ECOD2023.05 | 2.43 | |
| REJEXDetector=COPOD2023.05 | 2.49 | |
| REJEXDetector=AE2023.05 | 2.63 | |
| REJEXDetector=LODA2023.05 | 2.89 | |
| SS-REPENDetector=GMM2023.05 | 3.05 | |
| SS-REPENDetector=LOF2023.05 | 3.16 | |
| SS-REPENDetector=LODA2023.05 | 3.17 | |
| SS-REPENDetector=INNE2023.05 | 3.18 | |
| ENSDetector=LOF2023.05 | 3.32 | |
| SS-REPENDetector=COPOD2023.05 | 3.44 | |
| ENSDetector=GMM2023.05 | 3.49 | |
| SS-REPENDetector=AVG2023.05 | 3.54 | |
| SS-REPENDetector=KNN2023.05 | 3.58 | |
| SS-REPENDetector=ECOD2023.05 | 3.62 | |
| SS-REPENDetector=HBOS2023.05 | 3.64 | |
| MvDetector=ECOD2023.05 | 3.73 | |
| SS-REPENDetector=IFOR2023.05 | 3.78 | |
| ENSDetector=KDE2023.05 | 3.79 | |
| ENSDetector=AE2023.05 | 3.81 | |
| NOREJECTDetector=INNE2023.05 | 3.83 | |
| ENSDetector=OCSVM2023.05 | 3.85 | |
| SS-REPENDetector=OCSVM2023.05 | 3.92 | |
| ENSDetector=KNN2023.05 | 3.94 | |
| SS-REPENDetector=AE2023.05 | 3.96 | |
| UDRDetector=LOF2023.05 | 3.96 | |
| MvDetector=COPOD2023.05 | 3.97 | |
| SS-REPENDetector=KDE2023.05 | 3.99 | |
| ENSDetector=AVG2023.05 | 4.1 | |
| MvDetector=IFOR2023.05 | 4.12 | |
| ENSDetector=ECOD2023.05 | 4.13 | |
| MvDetector=LODA2023.05 | 4.15 | |
| ENSDetector=COPOD2023.05 | 4.25 | |
| ENSDetector=IFOR2023.05 | 4.26 | |
| ENSDetector=LODA2023.05 | 4.36 | |
| ENSDetector=HBOS2023.05 | 4.39 | |
| UDRDetector=KNN2023.05 | 4.41 | |
| UDRDetector=GMM2023.05 | 4.43 | |
| MvDetector=HBOS2023.05 | 4.54 | |
| MvDetector=AVG2023.05 | 4.72 | |
| MvDetector=KDE2023.05 | 4.74 | |
| EMDetector=ECOD2023.05 | 4.75 | |
| MvDetector=AE2023.05 | 4.78 | |
| UDRDetector=OCSVM2023.05 | 4.86 | |
| STABILITYDetector=KDE2023.05 | 4.87 | |
| MvDetector=KNN2023.05 | 4.87 | |
| UDRDetector=AVG2023.05 | 4.87 | |
| MvDetector=OCSVM2023.05 | 4.89 | |
| STABILITYDetector=AE2023.05 | 4.92 | |
| UDRDetector=INNE2023.05 | 4.94 | |
| UDRDetector=HBOS2023.05 | 4.95 | |
| UDRDetector=AE2023.05 | 4.98 | |
| STABILITYDetector=LODA2023.05 | 4.98 | |
| UDRDetector=LODA2023.05 | 4.99 | |
| UDRDetector=KDE2023.05 | 5.01 | |
| EMDetector=HBOS2023.05 | 5.04 | |
| STABILITYDetector=OCSVM2023.05 | 5.06 | |
| UDRDetector=IFOR2023.05 | 5.1 | |
| EMDetector=COPOD2023.05 | 5.13 | |
| EMDetector=AE2023.05 | 5.15 | |
| STABILITYDetector=GMM2023.05 | 5.2 | |
| STABILITYDetector=KNN2023.05 | 5.22 | |
| UDRDetector=COPOD2023.05 | 5.24 | |
| MvDetector=GMM2023.05 | 5.26 | |
| EMDetector=IFOR2023.05 | 5.27 | |
| STABILITYDetector=AVG2023.05 | 5.28 | |
| EMDetector=OCSVM2023.05 | 5.31 | |
| STABILITYDetector=INNE2023.05 | 5.32 | |
| STABILITYDetector=IFOR2023.05 | 5.34 | |
| EMDetector=KDE2023.05 | 5.43 | |
| EMDetector=AVG2023.05 | 5.44 | |
| STABILITYDetector=LOF2023.05 | 5.47 | |
| EMDetector=LODA2023.05 | 5.5 | |
| NOREJECTDetector=HBOS2023.05 | 5.52 | |
| UDRDetector=ECOD2023.05 | 5.53 | |
| ENSDetector=INNE2023.05 | 5.57 | |
| EMDetector=INNE2023.05 | 5.57 | |
| STABILITYDetector=COPOD2023.05 | 5.59 | |
| STABILITYDetector=HBOS2023.05 | 5.61 | |
| MvDetector=LOF2023.05 | 5.68 | |
| STABILITYDetector=ECOD2023.05 | 5.74 | |
| EMDetector=KNN2023.05 | 5.75 | |
| NOREJECTDetector=AE2023.05 | 5.77 | |
| NOREJECTDetector=AVG2023.05 | 5.77 | |
| NOREJECTDetector=OCSVM2023.05 | 5.78 | |
| NOREJECTDetector=KDE2023.05 | 5.84 | |
| MvDetector=INNE2023.05 | 5.86 | |
| NOREJECTDetector=COPOD2023.05 | 5.89 | |
| NOREJECTDetector=IFOR2023.05 | 5.91 | |
| NOREJECTDetector=LODA2023.05 | 5.95 | |
| NOREJECTDetector=ECOD2023.05 | 6.07 | |
| EMDetector=LOF2023.05 | 6.15 |