Author name: Kaiyu Li, Shengqi Zhang, Yujie Wang, Yupeng Deng, Zhi Wang, Deyu Meng, Xiangyong Cao

arXiv:2512.08730v2 Announce Type: replace
Abstract: Most existing methods for training-free open-vocabulary semantic segmentation are based on CLIP. While these approaches have made progress, they often face challenges in precise localization or requi…