PointCNN: Convolution On X-Transformed Points

Benchmark Model Rank Results
3d-point-cloud-classification-on-intraPointCNN#6F1 score (5-fold): 0.875
3d-point-cloud-classification-on-modelnet40PointCNN#84Overall Accuracy: 92.2
3d-semantic-segmentation-on-dalesPointCNN#8mIoU: 58.4Overall Accuracy: 97.2Model size: N/A
few-shot-3d-point-cloud-classification-on-2PointCNN#25Overall Accuracy: 68.64Standard Deviation: 7.0
few-shot-3d-point-cloud-classification-on-3PointCNN#28Overall Accuracy: 46.60Standard Deviation: 4.8
few-shot-3d-point-cloud-classification-on-4PointCNN#27Overall Accuracy: 49.95Standard Deviation: 7.2
semantic-segmentation-on-s3dis-area5PointCNN#48oAcc: 85.9Number of params: N/A
semantic-segmentation-on-scannetPointCNN#37test mIoU: 45.8