@article{scientificimagesynthesisbenchmarkingmeth, title = {Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility}, author = {Honglin Lin and Chonghan Qin and Zheng Liu and Qizhi Pei and Yu Li and Zhanping Zhong and Xin Gao and Yanfeng Wang and Conghui He and Lijun Wu}, year = {2026}, eprint = {2601.17027}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.17027}, }