Revisiting Reverse Distillation for Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-mvtec-ad-texturesReverse Distillation ++#1Detection AUROC: 99.8
anomaly-detection-on-inspladRD++ (ResNet-18)#5Detection AUROC: 90.07
anomaly-detection-on-btadReverse Distillation ++#7Detection AUROC: 95.63Segmentation AUROC: 97.43
anomaly-detection-on-mvtec-adReverse Distillation ++#29Detection AUROC: 99.44Segmentation AUPRO: 94.99…