DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partDeltaConv (U-ResNet)#5Instance Average IoU: 86.9
3d-part-segmentation-on-shapenet-partDeltaNet#14Instance Average IoU: 86.6
3d-point-cloud-classification-on-modelnet40DeltaConv#40Overall Accuracy: 93.8Mean class accuracy: 91.2
3d-point-cloud-classification-on-scanobjectnnDeltaConv#52Overall Accuracy: 84.7