@article{instancelevelrandomizationtowardmorestab, title = {Instance-level Randomization: Toward More Stable LLM Evaluations}, author = {Yiyang Li and Yonghuang Wu and Ying Luo and Liangtai Sun and Zishu Qin and Lin Qiu and Xuezhi Cao and Xunliang Cai}, year = {2025}, eprint = {2509.12678}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.12678}, }