@article{researchbenchbenchmarkingllmsinscientifi, title = {ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition}, author = {Yujie Liu and Zonglin Yang and Tong Xie and Jinjie Ni and Ben Gao and Yuqiang Li and Shixiang Tang and Wanli Ouyang and Erik Cambria and Dongzhan Zhou}, year = {2025}, eprint = {2503.21248}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.21248v1}, }