Anomaly Diagnosis on MSDS
58.12H-Score @ 100%MTAD-GAT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MTAD-GAT2022.01 | 58.12 | 58.85 | 59.26 | 65.22 | |
| TranAD2022.01 | 46.3 | 75.33 | 59.81 | 69.63 | |
| MAD-GAN2022.01 | 38.56 | 55.89 | 42.77 | 52.92 | |
| MERLIN2022.01 | 38.16 | 56.26 | 30.1 | 39.47 | |
| USAD2022.01 | 30.95 | 47.69 | 35.34 | 45.15 | |
| OmniAnomaly2022.01 | 28.39 | 43.65 | 33.38 | 42.31 | |
| DAGMM2022.01 | 26.17 | 43.33 | 31.53 | 41.54 | |
| CAE-M2022.01 | 25.3 | 41.71 | 20.47 | 30.1 | |
| MSCRED2022.01 | 23.22 | 34.69 | 22.97 | 29.62 | |
| GDN2022.01 | 22.76 | 33.82 | 29.21 | 35.7 | |
| LSTM-NDT2022.01 | 15.04 | 29.59 | 11.24 | 19.93 |