PointVector: A Vector Representation In Point Cloud Analysis

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partPointVector-S(C=64)#7Instance Average IoU: 86.9
3d-point-cloud-classification-on-modelnet40PointVector-S#55Overall Accuracy: 93.5Mean Accuracy: 91
3d-point-cloud-classification-on-scanobjectnnPointVector-S#37Overall Accuracy: 87.8Mean Accuracy: 86.2
3d-semantic-segmentation-on-opentrench3dPointVector-XL#1mIoU: 76.5mAcc: 84.1Model Size: 24.1M
semantic-segmentation-on-s3disPointVector-XL#5Mean IoU: 78.4mAcc: 86.1oAcc: 91.9Params (M): 24.1
semantic-segmentation-on-s3dis-area5PointVector-XL#15mIoU: 72.3mAcc: 78.1oAcc: 91