@article{datasetresearchbenchmarkingagentsystemsf, title = {DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery}, author = {Keyu Li and Mohan Jiang and Dayuan Fu and Yunze Wu and Xiangkun Hu and Dequan Wang and Pengfei Liu}, year = {2025}, eprint = {2508.06960}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.06960}, }