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

Out-of-Distribution Detection on CIFAR-10

Metric: FPR95 (higher is better)

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#Model↕FPR95▼Extra DataPaperDate↕Code
1WRN 40-2 (MSP Baseline)34.94NoDeep Anomaly Detection with Outlier Exposure2018-12-11Code
2WRN 40-2 + Rotation Prediction16NoUsing Self-Supervised Learning Can Improve Model...2019-06-28Code
3WRN 40-2 + OE9.5YesDeep Anomaly Detection with Outlier Exposure2018-12-11Code
4Wide ResNet 40x23.87NoRODD: A Self-Supervised Approach for Robust Out-...2022-04-06Code
5ZODE-KNN3.83NoBoosting Out-of-Distribution Detection with Mult...2022-12-24Code
6Wide ResNet 40x22YesAn Effective Baseline for Robustness to Distribu...2021-05-15Code
7DHM0No---