Anomaly Detection on SMD 28
87.58AUCDeepIF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepIFMean Rank=5.892026.06 | 87.58 | 37.66 | 48.66 | |
| TimesNetMean Rank=8.782026.06 | 86.34 | 39.37 | 45.29 | |
| USADMean Rank=5.222026.06 | 86.11 | 37.93 | 49.49 | |
| TranADMean Rank=6.672026.06 | 82.92 | 44.46 | 49.47 | |
| LSD on RnMean Rank=4.002026.06 | 82.74 | 40.94 | 46.85 | |
| DeepSVDDMean Rank=10.332026.06 | 82.52 | 25.32 | 35.82 | |
| COUTAMean Rank=9.442026.06 | 82.07 | 43.78 | 48.92 | |
| LSD on SnMean Rank=4.782026.06 | 81.89 | 42.31 | 49 | |
| KNNMean Rank=5.892026.06 | 81.8 | 43.13 | 48.99 | |
| TcnEDMean Rank=5.112026.06 | 81.33 | 45.36 | 49.72 | |
| PCAMean Rank=6.892026.06 | 80.61 | 43.55 | 48.98 | |
| AnomalyTrans.Mean Rank=14.222026.06 | 80.08 | 28.96 | 38.53 | |
| OCSVMMean Rank=9.222026.06 | 79.21 | 41.63 | 40 | |
| COPODMean Rank=12.002026.06 | 77.7 | 29.57 | 33.48 | |
| IForestMean Rank=15.442026.06 | 77.43 | 27.12 | 32.43 | |
| LOFMean Rank=12.112026.06 | 71.2 | 30.71 | 36.73 |