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MNIST-C

Introduced by Norman Mu et al. in MNIST-C: A Robustness Benchmark for Computer Vision5 Jun 2019 archive 2025-07-28

Common corruptions dataset for MNIST.

Homepage JSON

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 54 papers for it but never published that list.

Dataset loaders archive 2025-07-28

www.tensorflow.org/datasets/catalog/mnist_corruptedtensorflow/datasetstf
torch-uncertainty.github.io/ensta-u2is/torch-uncertaintypytorch

2 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Robust classification

License archive 2025-07-28

Creative Commons 4.0

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • MNIST-C

1 variant name, as the archive lists them.

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