DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation

Benchmark Model Rank Results
3d-semantic-segmentation-on-scannet-1DITR#1Top-1 IoU: 0.525Top-3 IoU: 0.762
3d-semantic-segmentation-on-scannet200DITR#1val mIoU: 41.2test mIoU: 44.9
3d-semantic-segmentation-on-semantickittiDITR#5test mIoU: 74.4%val mIoU: 69.0%
lidar-semantic-segmentation-on-nuscenesDITR#1test mIoU: 0.851val mIoU: 0.842
semantic-segmentation-on-s3dis-area5D-DITR#2mIoU: 75.0
semantic-segmentation-on-s3dis-area5DITR#6mIoU: 74.1
semantic-segmentation-on-scannetDITR#1val mIoU: 80.5test mIoU: 79.7