Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio Masking

Benchmark Model Rank Results
3d-point-cloud-classification-on-scanobjectnnPoint-LGMask#49Overall Accuracy: 85.3OBJ-BG (OA): 89.8OBJ-ONLY (OA): 89.3
few-shot-3d-point-cloud-classification-on-1Point-LGMask#3Overall Accuracy: 97.4Standard Deviation: 2.0
few-shot-3d-point-cloud-classification-on-2Point-LGMask#11Overall Accuracy: 98.1Standard Deviation: 1.4
few-shot-3d-point-cloud-classification-on-3Point-LGMask#14Overall Accuracy: 92.6Standard Deviation: 4.3
few-shot-3d-point-cloud-classification-on-4Point-LGMask#13Overall Accuracy: 95.1Standard Deviation: 3.4