Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling

Benchmark Model Rank Results
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-10-shotPoint-BERT#24Overall Accuracy: 94.6Standard Deviation: 3.1
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-20-shotPoint-BERT#25Overall Accuracy: 92.7Standard Deviation: 5.1
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-20-shotPoint-BERT#25Overall Accuracy: 96.3Standard Deviation: 2.7
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-10-shotPoint-BERT#26Overall Accuracy: 91.0Standard Deviation: 5.4
3d-point-cloud-classification-on-modelnet40Point-BERT#43Overall Accuracy: 93.8
3d-point-cloud-classification-on-scanobjectnnPoint-BERT#62Overall Accuracy: 83.1OBJ-BG (OA): 87.43OBJ-ONLY (OA): 88.12