Root-cause attribution on ASD (test)
60.19H@100%CGT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGTcounterfactual clamp=true2026.04 | 60.19 | 70.65 | 58.72 | 66.48 | |
| CGT2026.04 | 57.46 | 68.98 | 56.63 | 65.19 | |
| TranAD2026.04 | 53.68 | 67.12 | 52.24 | 64.01 | |
| USAD2026.04 | 53.17 | 62.49 | 53.88 | 59.72 | |
| CAE-M2026.04 | 50.39 | 60.93 | 55.86 | 62.94 | |
| MAD-GAN2026.04 | 49.61 | 60.18 | 48.95 | 57.36 | |
| OmniAnomaly2026.04 | 48.74 | 58.67 | 47.22 | 54.89 | |
| MSCRED2026.04 | 45.83 | 54.16 | 47.88 | 52.97 | |
| MTAD-GAT2026.04 | 37.28 | 49.86 | 39.41 | 46.95 | |
| GDN2026.04 | 33.65 | 45.18 | 31.47 | 38.92 |