Benchmarking neural network robustness to common corruptions and perturbations

Data and Resources

This dataset has no data

• CIFAR-10
• Corruption Robustness
• Corruptions
• Image Processing
• Neural Networks
• Perturbations
• Robustness

Cite this as

D. Hendrycks, T. Dietterich (2024). Dataset: Benchmarking neural network robustness to common corruptions and perturbations. https://doi.org/10.57702/jg4swjoe

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It is available for use in manuscripts, and will be published when the Dataset is made public.

Additional Info

Field	Value
Created	December 2, 2024
Last update	December 2, 2024
Defined In	https://doi.org/10.48550/arXiv.2007.14672
Citation	https://doi.org/10.48550/arXiv.2105.10497
Author	D. Hendrycks
More Authors	T. Dietterich
Homepage	https://arxiv.org/abs/1905.12132