ResearchBenchmarksIndustrial Anomaly Detection on MVTec-Ref (test)Industrial Anomaly Detection on MVTec-Ref (test)Follow97.36Image-AUCDQFormer89.45691.50893.5695.612Feb 3, 2026Evaluation resultsMethodMethodLinksImage-AUCPixel-AUCAccuracyDQFormerparadigm=unsupervisedparadigm=unsupervised2026.0297.3693.1397.64UniADparadigm=unsupervisedparadigm=unsupervised2026.0296.5796.991.94JNLDparadigm=unsupervisedparadigm=unsupervised2026.0291.388.688.64DRAEMparadigm=unsupervisedparadigm=unsupervised2026.0289.7688.2485.36