@article{cnsbenchbenchmarkingimageclassifierrobus, title = {CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts}, author = {Olaf Dünkel and Artur Jesslen and Jiahao Xie and Christian Theobalt and Christian Rupprecht and Adam Kortylewski}, year = {2025}, eprint = {2507.17651}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.17651}, }