Anomaly Detection on Real-IAD standard (test)
90.1Image AU-ROCOmiAD
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| OmiADEvaluation Protocol=one-for-all2026.06 | 90.1 | 88.6 | 82.8 | 98.9 | 37.7 | 42.6 | 93.1 | 76.3 | |
| BoRADEvaluation Protocol=one-for-all2026.06 | 87.4 | 85.2 | 78 | 98.2 | 32.4 | 38.9 | 91.3 | 73.1 | |
| HVQ-TransEvaluation Protocol=one-for-all2026.06 | 86.6 | 84.9 | 79.4 | 98 | 27.6 | 34.4 | 88.7 | 71.4 | |
| MambaADEvaluation Protocol=one-for-all2026.06 | 86.3 | 84.6 | 77 | 98.5 | 33 | 38.7 | 90.5 | 72.7 | |
| UniADEvaluation Protocol=one-for-all2026.06 | 83 | 80.9 | 74.3 | 97.3 | 21.1 | 29.2 | 86.7 | 67.5 | |
| RD4ADEvaluation Protocol=one-for-all2026.06 | 82.4 | 79 | 73.9 | 97.3 | 25 | 32.7 | 89.6 | 68.6 | |
| DeSTSegEvaluation Protocol=one-for-all2026.06 | 82.3 | 79.2 | 73.2 | 94.6 | 37.9 | 41.7 | 40.6 | 64.2 | |
| DiADEvaluation Protocol=one-for-all2026.06 | 75.6 | 66.4 | 69.9 | 88 | 2.9 | 7.1 | 58.1 | 52.6 | |
| SimpleNetEvaluation Protocol=one-for-all2026.06 | 57.2 | 53.4 | 61.5 | 75.7 | 2.8 | 6.5 | 39 | 42.3 |