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

Out-of-Distribution Detection on STL-10

Metric: Percentage correct (higher is better)

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#Model↕Percentage correct▼Extra DataPaperDate↕Code
1Mixup (Gaussian)95.93NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code
2Mixup (Imagenet)83.28NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code
3Baseline (Imagenet)80.57NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code
4Dropout(Imagenet)78.93NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code
5Baseline (Gaussian)73.28NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code
6Dropout(Gaussian)70.57NoOn Mixup Training: Improved Calibration and Pred...2019-05-27Code