@article{arenaasofflinerewardefficientfinegrained, title = {Arena as Offline Reward: Efficient Fine-Grained Preference Optimization for Diffusion Models}, author = {Zhikai Li and Yue Zhao and Edward Zhongwei Zhang and Xuewen Liu and Jing Zhang and Qingyi Gu and Zhen Dong}, year = {2026}, eprint = {2605.06070}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06070}, }