Anomaly Detection on MVTec-AD super-multi-class
99.4AUROC (Image Level)UniMMAD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UniMMADSetting=super-multi-class, Resolution=256 x 2562025.09 | 99.4 | 99.6 | 98.7 | 98.1 | 60.2 | 93 | |
| INP-FormerSetting=super-multi-class, Resolution=256 x 2562025.09 | 99.2 | 99.5 | 98.6 | 98.2 | 60.7 | 93.8 | |
| ViTADSetting=super-multi-class, Resolution=256 x 2562025.09 | 97.7 | 98.9 | 96.5 | 97.1 | 57 | 90.9 | |
| RDSetting=super-multi-class, Resolution=256 x 2562025.09 | 95.8 | 97.8 | 95 | 95.1 | 51.5 | 90.7 | |
| UniADSetting=super-multi-class, Resolution=256 x 2562025.09 | 95 | 97.7 | 94.5 | 95.8 | 46.8 | 90 | |
| MambaADSetting=super-multi-class, Resolution=256 x 2562025.09 | 94.7 | 97.7 | 94.5 | 96.3 | 51.5 | 90.5 |