DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partDeepLA-24–Instance Average IoU: 88.0Class Average IoU: 86.5
semantic-segmentation-on-s3dis-area5DeepLA-120–mIoU: 75.7
semantic-segmentation-on-scannetDeepLA-120–test mIoU: 77.2
supervised-only-3d-point-cloud-classification-on-scanobjectnnDeepLA-24–Overall Accuracy (PB_T50_RS): 90.6