CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Benchmark Model Rank Results
anomaly-classification-on-goodsadCutPaste#10AUPR: 62.8AUROC: 60.2
anomaly-detection-on-mvtec-adCutPaste (ensemble)#72Detection AUROC: 96.1
anomaly-detection-on-mvtec-adCutPaste (Image level detector)#79Detection AUROC: 95.2Segmentation AUROC: 88.3
anomaly-detection-on-mvtec-adCutPaste (Patch level detector)#119Segmentation AUROC: 96.0