Rethinking Masked Representation Learning for 3D Point Cloud Understanding

Benchmark Model Rank Results
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-10-shotOTMae3D#12Overall Accuracy: 97.2Standard Deviation: 2.3
3d-part-segmentation-on-shapenet-partOTMae3D#13Instance Average IoU: 86.8Class Average IoU: 85.1
3d-point-cloud-classification-on-modelnet40OTMae3D#13Overall Accuracy: 94.5
3d-point-cloud-classification-on-modelnet40OTMae3D (w/o Voting)#16Overall Accuracy: 94.3
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-20-shotOTMae3D#14Overall Accuracy: 95.6Standard Deviation: 2.6
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-10-shotOTMae3D#16Overall Accuracy: 93.2Standard Deviation: 3.4
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-20-shotOTMae3D#16Overall Accuracy: 98.7Standard Deviation: 1.2
3d-point-cloud-classification-on-scanobjectnnOTMae3D#31Overall Accuracy: 89.0OBJ-BG (OA): 92.9OBJ-ONLY (OA): 92.3…