Wilds: A Benchmark of In-the-Wild Distribution Shifts

The dataset used in the paper is a collection of images for domain generalization tasks, including CIFAR-10-C, CIFAR-100-C, and Digit-DG.

Data and Resources

Cite this as

P. W. Koh, S. Sagawa, H. Marklund, S. M. Xie, M. Zhang, A. Balsubramani, W. Hu, M. Yasunaga, R. L. Phillips (2024). Dataset: Wilds: A Benchmark of In-the-Wild Distribution Shifts. https://doi.org/10.57702/oss3pxdn

DOI retrieved: December 3, 2024

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Created December 3, 2024
Last update December 3, 2024
Defined In https://doi.org/10.48550/arXiv.2207.03366
Author P. W. Koh
More Authors
S. Sagawa
H. Marklund
S. M. Xie
M. Zhang
A. Balsubramani
W. Hu
M. Yasunaga
R. L. Phillips
Homepage https://arxiv.org/abs/2106.10258