SimpleNet: A Simple Network for Image Anomaly Detection and Localization

Benchmark Model Rank Results
anomaly-classification-on-goodsadSimpleNet#3AUPR: 78.7AUROC: 75.3
anomaly-detection-on-mvtec-adSimpleNet#21Detection AUROC: 99.6Segmentation AUROC: 98.1FPS: 77(FP32 on 3080ti)
anomaly-detection-on-mvtec-loco-adSimpleNet#23Avg. Detection AUROC: 77.6Detection AUROC (only logical): 71.5…