A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization

Benchmark Model Rank Results
anomaly-detection-on-mpddGLASS#1Detection AUROC: 99.6Segmentation AUROC: 99.4Segmentation AUPRO: 98.2
anomaly-detection-on-mvtec-adGLASS#1Detection AUROC: 99.9Segmentation AUPRO: 96.8Segmentation AUROC: 99.3
anomaly-detection-on-visaGLASS#8Detection AUROC: 98.8Segmentation AUPRO (until 30% FPR): 92.8…