2026
PEARL: Geometry Aligns Semantics for Training-Free Open-Vocabulary Semantic Segmentation
CVPR 2026
Training-free open-vocabulary semantic segmentation (OVSS) promises rapid adaptation to new label sets without retraining. Yet, many methods rely on heavy post-processing or handle text and vision in isolation, leaving cross-modal geometry underutilized. Others introduce auxiliary vision backbones o