Deep Nearest Neighbor Anomaly Detection

Benchmark Model Rank Results
anomaly-detection-on-one-class-cifar-10DN2–AUROC: 92.5
anomaly-detection-on-unlabeled-imagenet-30-vs-cub-200DN2 CLIP ViT–ROC-AUC: 93.8Network: ViT
anomaly-detection-on-unlabeled-imagenet-30-vs-flowers-102DN2 CLIP ViT–ROC-AUC: 93.2Network: ViT