Anomaly Diagnosis on SMD
59.07H@100%MERLIN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MERLIN2022.01 | 59.07 | 61.77 | 41.5 | 49.12 | |
| TranAD2022.01 | 49.81 | 64.01 | 49.41 | 61.78 | |
| DAGMM2022.01 | 49.27 | 60.91 | 51.69 | 58.45 | |
| USAD2022.01 | 49.25 | 60.55 | 51.79 | 57.81 | |
| CAE-M2022.01 | 47.07 | 58.78 | 54.74 | 61.78 | |
| MAD-GAN2022.01 | 46.3 | 57.85 | 46.81 | 55.22 | |
| OmniAnomaly2022.01 | 45.67 | 56.52 | 45.45 | 51.25 | |
| MSCRED2022.01 | 42.72 | 51.8 | 46.09 | 51.64 | |
| LSTM-NDT2022.01 | 38.08 | 52.25 | 36.03 | 44.51 | |
| MTAD-GAT2022.01 | 34.93 | 47.77 | 37.59 | 45.3 | |
| GDN2022.01 | 31.43 | 43.86 | 29.8 | 37.24 |