@article{whenvisionmisleadsletlocationspeakaworld, title = {When Vision Misleads, Let Location Speak: A Worldwide Image Geo-Localization Method via Location Attention Mechanism and Large Multimodal Models}, author = {Junchao Cui and Wenqi Shi and Xuanzi Ma and Nan Wu and Shaoyong Du and Xiangyang Luo}, year = {2026}, eprint = {2606.08918}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.08918}, }