Anomaly Detection on MSL (AUC, AUPRC, F1)
69.51AUCUSAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| USADMean Rank=5.222026.06 | 69.51 | 28.67 | 39.86 | |
| LSD on RnMean Rank=4.002026.06 | 67.1 | 30.62 | 42.11 | |
| KNNMean Rank=5.892026.06 | 67.02 | 26.43 | 39.14 | |
| LSD on SnMean Rank=4.782026.06 | 66.31 | 28.93 | 40.28 | |
| TimesNetMean Rank=8.782026.06 | 65.24 | 24.84 | 36.27 | |
| TranADMean Rank=6.672026.06 | 64.05 | 21.39 | 33.75 | |
| DeepSVDDMean Rank=10.332026.06 | 64.05 | 20.06 | 31.19 | |
| TcnEDMean Rank=5.112026.06 | 63.77 | 21.2 | 34.44 | |
| COPODMean Rank=12.002026.06 | 63.74 | 20.24 | 33.37 | |
| COUTAMean Rank=9.442026.06 | 63.52 | 20.56 | 31.83 | |
| PCAMean Rank=6.892026.06 | 63.28 | 20.7 | 34.06 | |
| DeepIFMean Rank=5.892026.06 | 61.73 | 22.32 | 35.14 | |
| LOFMean Rank=12.112026.06 | 61.48 | 20.74 | 32.79 | |
| OCSVMMean Rank=9.222026.06 | 60.62 | 24.18 | 31.87 | |
| AnomalyTrans.Mean Rank=14.222026.06 | 57.65 | 17.64 | 26.99 | |
| IForestMean Rank=15.442026.06 | 57.39 | 17.45 | 27.06 |