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Medical Point Cloud Completion on Mandibular Defect

0.197Chamfer Distance (CD)PCFM
0.190920.231960.2730.31404Jun 23, 2026

Evaluation results

MethodLinks
PCFMBackbone=PTv3, Variant=Cosine2026.060.19763.965.93.05
PCFMBackbone=PTv3, Variant=Linear2026.060.20871.372.13.28
3D U-NetRepresentation=Voxel grid2026.060.22764.2644.98
PCFMBackbone=PVCNN2026.060.25859.6595.85
V-NetRepresentation=Voxel grid2026.060.26454.6557.11
PCDiffBackbone=PVCNN2026.060.26757.157.85.81
PCDiffBackbone=PTv32026.060.34146.144.18.31
PTv3 Encoder-Decoder2026.060.34943.444.49.21