@article{uwbenchacomprehensivevisionlanguagebench, title = {UWBench: A Comprehensive Vision-Language Benchmark for Underwater Understanding}, author = {Da Zhang and Chenggang Rong and Bingyu Li and Feiyu Wang and Zhiyuan Zhao and Junyu Gao and Xuelong Li}, year = {2025}, eprint = {2510.18262}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.18262}, }