PointNeXt: RevisitingPointNet++with1 ImprovedTrainingandScalingStrategies2--SupplementaryMaterial--3
–Neural Information Processing Systems
Incontrast,ourproposed17 model scaling strategy achieves much higher performance than the naive scaling strategies while18 beingmuchfaster. We provide qualitative results of PointNeXt-XL for S3DIS (Fig. II) and PointNeXt-S (C = 160)27 forShapeNetPart(Fig. I,the classification architecture shares the same encoder asthe segmentation37 one. The input point cloud is visualized with original colors in the1st column.
Neural Information Processing Systems
Feb-10-2026, 20:01:50 GMT