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

Out-of-Distribution Detection on CIFAR-100

Metric: FPR95 (higher is better)

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#Model↕FPR95▼Extra DataPaperDate↕Code
1WRN 40-2 (MSP Baseline)62.66NoDeep Anomaly Detection with Outlier Exposure2018-12-11Code
2WRN 40-2 + OE38.5YesDeep Anomaly Detection with Outlier Exposure2018-12-11Code
3WRN 40-2 + OECC28.89YesOutlier Exposure with Confidence Control for Out...2019-06-08Code
4Wide ResNet 40x223.4YesAn Effective Baseline for Robustness to Distribu...2021-05-15Code