ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40ShellNet#68Overall Accuracy: 93.1
3d-semantic-segmentation-on-dalesShellNet#9mIoU: 57.4Overall Accuracy: 96.4Model size: N/A
semantic-segmentation-on-s3disShellNet#32Mean IoU: 66.8Number of params: N/A
semantic-segmentation-on-semantic3dshellnet_v2#10mIoU: 69.3%