{"url":"/dataset/mnist-c","name":"MNIST-C","full_name":null,"description_markdown":"Common corruptions dataset for MNIST.","description_withheld":null,"homepage":"https://zenodo.org/record/3239543","introduced_date":"2019-06-05","introduced_date_note":null,"introduced_by":{"paper":"/paper/mnist-c-a-robustness-benchmark-for-computer","title":"MNIST-C: A Robustness Benchmark for Computer Vision","first_author":"Norman Mu","url":null},"license":{"name":"Creative Commons 4.0","url":"https://creativecommons.org/licenses/by/4.0/legalcode"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Robust classification","url":"/task/robust-classification","datasets_with_task":"/datasets/task/robust-classification"}],"languages":[],"variants":["MNIST-C"],"data_loaders":[{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/mnist_corrupted","frameworks":["tf"]},{"repo":"https://github.com/ensta-u2is/torch-uncertainty","url":"https://torch-uncertainty.github.io/","frameworks":["pytorch"]}],"num_papers_in_archive":54,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}