Asymmetric Student-Teacher Networks for Industrial Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-mvtec-adAST#35Detection AUROC: 99.2Segmentation AUROC: 95.0
anomaly-detection-on-mvtec-loco-adAST#30Detection AUROC (only logical): 79.7…
anomaly-detection-on-visaAST#20Detection AUROC: 94.9Segmentation AUPRO (until 30% FPR): 81.5
rgb-3d-anomaly-detection-and-segmentation-on-mvtec-3d-adAST#6Detection AUCROC: 0.937Segmentation AUCROC: 0.976