PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization

Benchmark Model Rank Results
anomaly-detection-on-hyper-kvasir-datasetPaDiM#4AUC: 0.923
anomaly-detection-on-lagPaDiM#5AUC: 0.688
anomaly-detection-on-visaPaDiM#41Segmentation AUPRO (until 30% FPR): 85.9
anomaly-detection-on-mvtec-adPaDiM#60Detection AUROC: 97.9
anomaly-detection-on-mvtec-adPaDiM-WR50-Rd550#78Detection AUROC: 95.3Segmentation AUROC: 97.5FPS: 4.4
anomaly-detection-on-mvtec-adPaDiM-R18-Rd100#118Segmentation AUROC: 96.7