DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partDeltaConv (U-ResNet)#7Instance Average IoU: 86.9
3d-part-segmentation-on-shapenet-partDeltaNet#17Instance Average IoU: 86.6
3d-point-cloud-classification-on-modelnet40DeltaConv#42Overall Accuracy: 93.8Mean class accuracy: 91.2
3d-point-cloud-classification-on-scanobjectnnDeltaConv#55Overall Accuracy: 84.7