RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-btadRealNet#3Detection AUROC: 96.1Segmentation AUROC: 97.9
anomaly-detection-on-mpddRealNet#6Detection AUROC: 96.3Segmentation AUROC: 98.2
anomaly-detection-on-visaRealNet#12Detection AUROC: 97.8Segmentation AUROC: 98.8
anomaly-detection-on-mvtec-adRealNet#22Detection AUROC: 99.6Segmentation AUPRO: 93.0Segmentation AUROC: 99.0