MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images

Benchmark Model Rank Results
anomaly-detection-on-btadMuSc (zero-shot)#2Detection AUROC: 96.16Segmentation AUROC: 97.35Segmentation AP: 57.15…
anomaly-detection-on-visaMuSc (zero-shot)#24Detection AUROC: 92.8Segmentation AUPRO (until 30% FPR): 92.7…
anomaly-detection-on-mvtec-loco-adMuSc (zero-shot)#25Avg. Detection AUROC: 75.9Detection AUROC (only logical): 67.47…
anomaly-detection-on-mvtec-adMuSc (zero-shot)#63Detection AUROC: 97.8Segmentation AUPRO: 93.8Segmentation AUROC: 97.3…