@article{uvlmbenchmarkingvideolanguagemodelforund, title = {UVLM: Benchmarking Video Language Model for Underwater World Understanding}, author = {Xizhe Xue and Yang Zhou and Dawei Yan and Lijie Tao and Junjie Li and Ying Li and Haokui Zhang and Rong Xiao}, year = {2025}, eprint = {2507.02373}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.02373}, }