FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows

Benchmark Model Rank Results
anomaly-detection-on-mvtec-loco-adFastFlow#21Avg. Detection AUROC: 79.2Detection AUROC (only logical): 75.5…
anomaly-detection-on-one-class-cifar-10FastFlow#24AUROC: 66.7
anomaly-detection-on-mvtec-adFastflow#30Detection AUROC: 99.4Segmentation AUROC: 98.5FPS: 21.8
anomaly-detection-on-visaFastFlow#46Segmentation AUPRO (until 30% FPR): 59.8