Industrial Anomaly Detection on MVTec-AD (unified)
99.7Image AUROCCRR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CRRPublic=Ours2025.12 | 99.7 | 99.9 | 99.2 | 98.4 | 71.4 | 68.9 | 95.5 | 90.4 | |
| DinomalyPublic=CVPR’252025.12 | 99.6 | 99.8 | 99 | 98.4 | 69.3 | 69.2 | 94.8 | 90 | |
| MambaADPublic=NeurIPS’242025.12 | 98.6 | 99.6 | 97.8 | 97.7 | 56.3 | 59.2 | 93.1 | 86 | |
| DiADPublic=AAAI’242025.12 | 97.2 | 99 | 96.5 | 96.8 | 52.6 | 55.5 | 90.7 | 84 | |
| UniADPublic=NeurIPS’222025.12 | 96.5 | 98.8 | 96.2 | 96.8 | 43.4 | 49.5 | 90.7 | 81.7 | |
| SimpleNetPublic=CVPR’232025.12 | 95.3 | 98.4 | 95.8 | 96.9 | 45.9 | 49.7 | 86.5 | 81.2 | |
| RD4ADPublic=CVPR’222025.12 | 94.6 | 96.5 | 95.2 | 96.1 | 48.6 | 53.8 | 91.1 | 82.3 |