@article{uvearemllmsunifiedevaluatorsforai, title = {UVE: Are MLLMs Unified Evaluators for AI-Generated Videos?}, author = {Yuanxin Liu and Rui Zhu and Shuhuai Ren and Jiacong Wang and Haoyuan Guo and Xu sun and Lu Jiang}, year = {2025}, eprint = {2503.09949}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.09949v1}, }