CAO, Jingchao; AN, Guo; GAO, Feng; GU, Ke; LIU, Yutao. UQ-Bench: A Benchmark for Evaluating Multimodal LLMs on Underwater Image Quality Assessment. Proceedings of the AAAI Conference on Artificial Intelligence, [S. l.], v. 40, n. 4, p. 2589–2597, 2026. DOI: 10.1609/aaai.v40i4.37246. Disponível em: https://ojs.aaai.org/index.php/AAAI/article/view/37246. Acesso em: 25 may. 2026.