@article{pixeleyesdecouplingperceptionandreasonin, title = {PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking}, author = {Dengxian Gong and Yuanzheng Wu and Haobo Yuan and Zhengdong Hu and Tao Zhang and Yikang Zhou and Shihao Chen and Quanzhu Niu and Kai Wang and Jason Li and Haochen Wang and Lu Qi and Shunping Ji and Ming-Hsuan Yang}, year = {2026}, eprint = {2607.00115}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00115}, }