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Medical Point Cloud Completion on Mandibular Defect
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0.197
Chamfer Distance (CD)
PCFM
0.19092
0.23196
0.273
0.31404
Jun 23, 2026
Chamfer Distance (CD)
Dice Similarity Coefficient (DSC)
Boundary Distance Similarity Coefficient (BDSC)
Hausdorff Distance (HD95)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Dice Similarity Coefficient (DSC)
Boundary Distance Similarity Coefficient (BDSC)
Hausdorff Distance (HD95)
PCFM
Backbone=PTv3, Variant...
2026.06
0.197
63.9
65.9
3.05
PCFM
Backbone=PTv3, Variant...
2026.06
0.208
71.3
72.1
3.28
3D U-Net
Representation=Voxel grid
2026.06
0.227
64.2
64
4.98
PCFM
Backbone=PVCNN
2026.06
0.258
59.6
59
5.85
V-Net
Representation=Voxel grid
2026.06
0.264
54.6
55
7.11
PCDiff
Backbone=PVCNN
2026.06
0.267
57.1
57.8
5.81
PCDiff
Backbone=PTv3
2026.06
0.341
46.1
44.1
8.31
PTv3 Encoder-Decoder
2026.06
0.349
43.4
44.4
9.21
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