2026
CompetitorFormer: Mitigating Query Conflicts for 3D Instance Segmentation via Competitive Strategy
CVPR 2026
Transformer-based approaches have recently become the dominant paradigm for 3D instance segmentation. These methods typically employ a multi-layer decoder that iteratively refines a set of learnable queries into instance mask predictions. However, we observe that multiple queries often target the sa