Mitigating Positional Leakage in 3D Masked Autoencoders for Robust Representation Learning

Benchmark Model Rank Results
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-10-shotMPL-MAE#3Overall Accuracy: 97.7
few-shot-3d-point-cloud-classification-on-modelnet40-5-way-20-shotMPL-MAE#3Overall Accuracy: 99.2
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-10-shotMPL-MAE#4Overall Accuracy: 94.4
few-shot-3d-point-cloud-classification-on-modelnet40-10-way-20-shotMPL-MAE#4Overall Accuracy: 96.3
3d-point-cloud-classification-on-scanobjectnnMPL-MAE#16Overall Accuracy: 90.35OBJ-BG (OA): 95.52OBJ-ONLY (OA): 94.18