Mean-Shifted Contrastive Loss for Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-anomaly-detection-onMeanShifted#2ROC-AUC: 92.6Network: ResNet-152
anomaly-detection-on-mvtec-adMean-Shifted Contrastive Loss#99Detection AUROC: 87.2
anomaly-detection-on-one-class-cifar-10Mean-Shifted Contrastive Loss#5AUROC: 98.6
anomaly-detection-on-one-class-cifar-100Mean-Shifted Contrastive Loss#4AUROC: 96.5
anomaly-detection-on-unlabeled-cifar-10-vsMeanShifted#1AUROC: 90.0Network: ResNet-152