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SotA/Computer Vision/Out-of-Distribution Detection/CIFAR-100 vs CIFAR-10

Out-of-Distribution Detection on CIFAR-100 vs CIFAR-10

Metric: AUPR (higher is better)

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#Model↕AUPR▼Extra DataPaperDate↕Code
1DHM100No---
2R50+ViT_B-16 finetuned on CIFAR-10092.08YesExploring the Limits of Out-of-Distribution Dete...2021-06-06Code
3ViT_B-16 finetuned on CIFAR-10091.89YesExploring the Limits of Out-of-Distribution Dete...2021-06-06Code
4MLP-Mixer_B-16 finetuned on CIFAR-10090.22YesExploring the Limits of Out-of-Distribution Dete...2021-06-06Code
5WRN 40-2 + OECC35.2YesOutlier Exposure with Confidence Control for Out...2019-06-08Code