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

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

Metric: AUROC (higher is better)

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#Model↕AUROC▼Extra DataPaperDate↕Code
1OECC + MD98.7YesOutlier Exposure with Confidence Control for Out...2019-06-08Code
2DenseNet-BC-10098.4NoSingle Layer Predictive Normalized Maximum Likel...2021-10-18Code
3ResNet-3497.9NoSingle Layer Predictive Normalized Maximum Likel...2021-10-18Code
4CSNN87.2NoThe Compact Support Neural Network2021-04-01-
5OE86.9NoDeep Anomaly Detection with Outlier Exposure2018-12-11Code