Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval

Benchmark Model Rank Results
supervised-anomaly-detection-on-mvtec-adCPR#1Detection AUROC: 99.7Segmentation AUROC: 99.6Segmentation AUPRO: 98.3…
anomaly-detection-on-btadCPR#9Detection AUROC: 94.8Segmentation AUROC: 98.4Segmentation AP: 70.3…
anomaly-detection-on-mvtec-adCPR#12Detection AUROC: 99.7Segmentation AUPRO: 97.8Segmentation AUROC: 99.2…
anomaly-detection-on-mvtec-adCPR-fast#13Detection AUROC: 99.7Segmentation AUPRO: 97.7Segmentation AUROC: 99.2…
anomaly-detection-on-mvtec-adCPR-faster#31Detection AUROC: 99.4Segmentation AUPRO: 97.3Segmentation AUROC: 99.0…
anomaly-detection-on-mvtec-adCPR-faster(TensorRT)#124FPS: 1016
anomaly-detection-on-mvtec-adCPR-fast(TensorRT)#125FPS: 362
anomaly-detection-on-mvtec-adCPR(TensorRT)#126FPS: 130