Decoupled Local Aggregation for Point Cloud Learning

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40DeLA#30Overall Accuracy: 94.0Mean Accuracy: 92.2Number of params: 5.3M
3d-point-cloud-classification-on-scanobjectnnDeLA#14Overall Accuracy: 90.4Mean Accuracy: 89.3FLOPs: 1.5G
semantic-segmentation-on-s3dis-area5DeLA#5mIoU: 74.1mAcc: 80.0oAcc: 92.2Number of params: 7.0M
semantic-segmentation-on-scannetDeLA#14val mIoU: 75.9
supervised-only-3d-point-cloud-classificationDeLA#3Overall Accuracy (PB_T50_RS): 90.4GFLOPs: 1.5