Anomaly Detection on MVTec-AD (test) (I-AUROC, P-AUROC, P-F1-max)
100I-AUROCArcAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ArcADSupervision=Supervised, Evaluation Setting=Single-class, Note=Baseline built upon Dinomaly2026.07 | 100 | 99.3 | 67.5 | |
| DinomalySupervision=Unsupervised, Evaluation Setting=Single-class2026.07 | 99.7 | 99 | 66.8 | |
| SimpleNetSupervision=Unsupervised, Evaluation Setting=Single-class2026.07 | 99.1 | 98.9 | 58.8 | |
| ReContrastSupervision=Unsupervised, Evaluation Setting=Single-class2026.07 | 98.4 | 98.3 | 62.8 | |
| RD4ADSupervision=Unsupervised, Evaluation Setting=Single-class2026.07 | 96.6 | 98.1 | 60 | |
| DRASupervision=Supervised, Evaluation Setting=Single-class2026.07 | 76.3 | 67.8 | 9.8 |