@article{visualermrewardmodelingforvisualequivale, title = {Visual-ERM: Reward Modeling for Visual Equivalence}, author = {Ziyu Liu and Shengyuan Ding and Xinyu Fang and Xuanlang Dai and Penghui Yang and Jianze Liang and Jiaqi Wang and Kai Chen and Dahua Lin and Yuhang Zang}, year = {2026}, eprint = {2603.13224}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.13224}, }