Component-aware anomaly detection framework for adjustable and logical industrial visual inspection

Benchmark Model Rank Results
anomaly-detection-on-mvtec-loco-adComAD+PatchCore#8Avg. Detection AUROC: 90.1Detection AUROC (only logical): 89.4…
anomaly-detection-on-mvtec-loco-adComAD+AST#10Avg. Detection AUROC: 89.8Detection AUROC (only logical): 90.1…
anomaly-detection-on-mvtec-loco-adComAD+RD4AD#12Avg. Detection AUROC: 88.2Detection AUROC (only logical): 87.5…
anomaly-detection-on-mvtec-loco-adComAD+DRAEM#14Avg. Detection AUROC: 87.9Detection AUROC (only logical): 85.9…
anomaly-detection-on-mvtec-loco-adComAD#18Avg. Detection AUROC: 81.2Detection AUROC (only logical): 87.7…