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MNIST-C

This repository contains the source code used to create the MNIST-C dataset, a corrupted MNIST benchmark for testing out-of-distribution robustness of computer vision models.

Please see our full paper https://arxiv.org/abs/1906.02337 for more details.

Dataset

The static dataset is available for download at https://zenodo.org/record/3239543.

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  • Jupyter Notebook 83.4%
  • Python 16.6%