@article{robinabenchmarkforrobustnessto, title = {OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images}, author = {Bingchen Zhao and Shaozuo Yu and Wufei Ma and Mingxin Yu and Shenxiao Mei and Angtian Wang and Ju He and Alan Yuille and Adam Kortylewski}, year = {2021}, eprint = {2111.14341}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2111.14341v4}, }