Out-of-Distribution Detection on ImageNet-1K vs ImageNet-O

Metric: AUROC (higher is better)

LeaderboardDataset
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#ModelAUROCExtra DataPaperDateCode
1NNGuide-ViM (ViT-B/16)92.96YesNearest Neighbor Guidance for Out-of-Distributio...2023-09-26Code
2ViM (ViT-B/16)92.55YesViM: Out-Of-Distribution with Virtual-logit Matc...2022-03-21Code