@article{sdgbiasbenchbenchmarkingandmitigatingvis, title = {SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development Goals}, author = {Zihang Lin and Huaiyuan Qin and Muli Yang and Hongyuan Zhu}, year = {2026}, eprint = {2605.21919}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21919}, }