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

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40Point-RAE#23Overall Accuracy: 94.1
3d-point-cloud-classification-on-scanobjectnnPoint-RAE (no voting)#17Overall Accuracy: 90.28OBJ-BG (OA): 95.53OBJ-ONLY (OA): 93.63
few-shot-3d-point-cloud-classification-on-1Point-RAE#8Overall Accuracy: 97.3Standard Deviation: 1.6
few-shot-3d-point-cloud-classification-on-2Point-RAE#7Overall Accuracy: 98.7Standard Deviation: 1.3
few-shot-3d-point-cloud-classification-on-3Point-RAE#9Overall Accuracy: 93.3Standard Deviation: 4.0
few-shot-3d-point-cloud-classification-on-4Point-RAE#7Overall Accuracy: 95.8Standard Deviation: 3.0