@article{medqbenchevaluatingandexploringmedicalim, title = {MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs}, author = {Jiyao Liu and Jinjie Wei and Wanying Qu and Chenglong Ma and Junzhi Ning and Yunheng Li and Ying Chen and Xinzhe Luo and Pengcheng Chen and Xin Gao and Ming Hu and Huihui Xu and Xin Wang and Shujian Gao and Dingkang Yang and Zhongying Deng and Jin Ye and Lihao Liu and Junjun He and Ningsheng Xu}, year = {2025}, eprint = {2510.01691}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.01691}, }