Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization

Benchmark Model Rank Results
anomaly-classification-on-goodsadNSA#5AUPR: 71.8AUROC: 67.3
anomaly-detection-on-aebad-vNSA#5Detection AUROC: 64.6
anomaly-detection-on-aebad-sNSA#6Detection AUROC: 56.7Segmentation AUPRO: 45.9
anomaly-detection-on-mvtec-adNSA#68Detection AUROC: 97.2Segmentation AUPRO: 91.0Segmentation AUROC: 96.3