Surface Anomaly Detection on DAGM (test)
100AUROCBožič et al.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Božič et al.Supervision level=Supervised2021.08 | 100 | 100 | 100 | 100 | |
| Rački et al.Supervision level=Supervised2021.08 | 99.6 | 99.9 | 99.5 | — | |
| DRÆMSupervision level=Unsupervised2021.08 | 99 | 96.5 | 99.4 | 98.5 | |
| Lin et al.Supervision level=Supervised2021.08 | 99 | 99.4 | 99.9 | — | |
| PaDimSupervision level=Unsupervised2021.08 | 95 | 83.3 | 97.5 | 95.7 | |
| MADSupervision level=Unsupervised2021.08 | 82.4 | 78.7 | 85.7 | 66.2 | |
| RIADSupervision level=Unsupervised2021.08 | 78.6 | 79.2 | 69.1 | 70.4 | |
| USSupervision level=Unsupervised2021.08 | 72.5 | 72.6 | 65.3 | 66.2 | |
| CADNSupervision level=Unsupervised2021.08 | — | — | — | 89.1 |