@article{qiu2023benchmarking, title={Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift}, author={Qiu, Jielin and Zhu, Yi and Shi, Xingjian and Wenzel, Florian and Tang, Zhiqiang and Zhao, Ding and Li, Bo and Li, Mu}, journal={Journal of Data-centric Machine Learning Research}, year={2023} }