@article{muirbenchacomprehensivebenchmarkfor, title = {MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding}, author = {Fei Wang and Xingyu Fu and James Y. Huang and Zekun Li and Qin Liu and Xiaogeng Liu and Mingyu Derek Ma and Nan Xu and Wenxuan Zhou and Kai Zhang and Tianyi Lorena Yan and Wenjie Jacky Mo and Hsiang-Hui Liu and Pan Lu and Chunyuan Li and Chaowei Xiao and Kai-Wei Chang and Dan Roth and Sheng Zhang and Hoifung Poon and Muhao Chen}, year = {2024}, eprint = {2406.09411}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2406.09411v2}, }