@article{scienceboardevaluatingmultimodalautonomo, title = {ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows}, author = {Qiushi Sun and Zhoumianze Liu and Chang Ma and Zichen Ding and Fangzhi Xu and Zhangyue Yin and Haiteng Zhao and Zhenyu Wu and Kanzhi Cheng and Zhaoyang Liu and Jianing Wang and Qintong Li and Xiangru Tang and Tianbao Xie and Xiachong Feng and Xiang Li and Ben Kao and Wenhai Wang and Biqing Qi and Lingpeng Kong and Zhiyong Wu}, year = {2025}, eprint = {2505.19897}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.19897v1}, }