#geometric-correspondence News & Analysis

GVC-Seg: Training-Free 3D Instance Segmentation via Geometric Visual Correspondence

Researchers introduce GVC-Seg, a training-free 3D instance segmentation method that uses geometric visual correspondence to eliminate confidence bias when combining multiple foundation models. The approach achieves state-of-the-art results on challenging benchmarks while maintaining strong performance in open-vocabulary semantic segmentation tasks.