DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection

Benchmark Model Rank Results
anomaly-detection-on-aebad-vDRAEM#4Detection AUROC: 68.1
anomaly-detection-on-aebad-sDRAEM#5Detection AUROC: 62.5Segmentation AUPRO: 63.6
anomaly-classification-on-goodsadDRAEM#6AUPR: 71AUROC: 65.9
anomaly-detection-on-mvtec-loco-adDRAEM#26Avg. Detection AUROC: 73.6Detection AUROC (only logical): 72.8…
anomaly-detection-on-visaDRAEM#42Segmentation AUPRO (until 30% FPR): 73.1
anomaly-detection-on-mvtec-adDRAEM#58Detection AUROC: 98.0Segmentation AUROC: 97.3Segmentation AP: 68.4