@article{pearlgeometryalignssemanticsfortrainingf, title = {PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation}, author = {Gensheng Pei and Xiruo Jiang and Xinhao Cai and Tao Chen and Yazhou Yao and Byeungwoo Jeon}, year = {2026}, eprint = {2603.21528}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.21528}, }