SSD: A Unified Framework for Self-Supervised Outlier Detection

Benchmark Model Rank Results
anomaly-detection-on-anomaly-detection-onSSD#1ROC-AUC: 96.5Network: ResNet-34
anomaly-detection-on-one-class-cifar-10SSD#16AUROC: 90.0
anomaly-detection-on-unlabeled-cifar-10-vsSSD#2AUROC: 89.6Network: ResNet-18
out-of-distribution-detection-on-imagenet-1k-10SSD#22AUROC: 85.4FPR95: 57.2