Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion

Benchmark Model Rank Results
3d-semantic-scene-completion-from-a-single-1JS3C-Net (rgb input - reported in MonoScene paper)#7mIoU: 8.97
3d-semantic-scene-completion-on-semantickittiJS3C-Net#3mIoU: 23.8
3d-semantic-segmentation-on-semantickittiJS3C-Net#12test mIoU: 66.0%
lidar-semantic-segmentation-on-nuscenesJS3C-Net#14test mIoU: 0.74