Rethinking Masked Representation Learning for 3D Point Cloud Understanding

Benchmark Model Rank Results
3d-part-segmentation-on-shapenet-partOTMae3D#11Instance Average IoU: 86.8Class Average IoU: 85.1
3d-point-cloud-classification-on-modelnet40OTMae3D#12Overall Accuracy: 94.5
3d-point-cloud-classification-on-modelnet40OTMae3D (w/o Voting)#15Overall Accuracy: 94.3
3d-point-cloud-classification-on-scanobjectnnOTMae3D#28Overall Accuracy: 89.0OBJ-BG (OA): 92.9OBJ-ONLY (OA): 92.3
few-shot-3d-point-cloud-classification-on-1OTMae3D#9Overall Accuracy: 97.2Standard Deviation: 2.3
few-shot-3d-point-cloud-classification-on-2OTMae3D#8Overall Accuracy: 98.7Standard Deviation: 1.2
few-shot-3d-point-cloud-classification-on-3OTMae3D#10Overall Accuracy: 93.2Standard Deviation: 3.4
few-shot-3d-point-cloud-classification-on-4OTMae3D#10Overall Accuracy: 95.6Standard Deviation: 2.6