Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning

Benchmark Model Rank Results
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-20-shotPoint-RAE#10Overall Accuracy: 95.8Standard Deviation: 3.0
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-10-shotPoint-RAE#11Overall Accuracy: 97.3Standard Deviation: 1.6
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-10-shotPoint-RAE#14Overall Accuracy: 93.3Standard Deviation: 4.0
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-20-shotPoint-RAE#15Overall Accuracy: 98.7Standard Deviation: 1.3
3d-point-cloud-classification-on-scanobjectnnPoint-RAE (no voting)#18Overall Accuracy: 90.28OBJ-BG (OA): 95.53OBJ-ONLY (OA): 93.63
3d-point-cloud-classification-on-modelnet40Point-RAE#24Overall Accuracy: 94.1