@article{benchmarkingzeroshotrobustnessof, title = {Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study}, author = {Chenguang Wang and Ruoxi Jia and Xin Liu and Dawn Song}, year = {2024}, eprint = {2403.10499}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2403.10499v1}, }