Root-cause attribution on SMD (test)
57.18H@100%CGT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGTcounterfactual clamp=true2026.04 | 57.18 | 68.42 | 55.26 | 63.38 | |
| CGT2026.04 | 53.87 | 64.85 | 51.94 | 60.47 | |
| TranAD2026.04 | 49.81 | 64.01 | 49.41 | 61.78 | |
| USAD2026.04 | 49.25 | 60.55 | 51.79 | 57.81 | |
| CAE-M2026.04 | 47.07 | 58.78 | 54.74 | 61.78 | |
| MAD-GAN2026.04 | 46.3 | 57.85 | 46.81 | 55.22 | |
| OmniAnomaly2026.04 | 45.67 | 56.52 | 45.45 | 51.25 | |
| MSCRED2026.04 | 42.72 | 51.8 | 46.09 | 51.64 | |
| MTAD-GAT2026.04 | 34.93 | 47.77 | 37.59 | 45.3 | |
| GDN2026.04 | 31.43 | 43.86 | 29.8 | 37.24 |