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Medical Point Cloud Completion on SkullFix
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0.076
Chamfer Distance (CD)
PTv3 Encoder-Decoder
0.0716
0.1013
0.131
0.1607
Jun 23, 2026
Chamfer Distance (CD)
Dice Similarity Coefficient (DSC)
Boundary Distance Similarity Coefficient (BDSC)
Hausdorff Distance 95th Percentile (HD95)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Dice Similarity Coefficient (DSC)
Boundary Distance Similarity Coefficient (BDSC)
Hausdorff Distance 95th Percentile (HD95)
PTv3 Encoder-Decoder
2026.06
0.076
85.4
84.1
2.33
V-Net
Representation=Voxel grid
2026.06
0.104
85.6
85.1
2.15
PCFM
Backbone=PTv3, Variant...
2026.06
0.113
84.2
81.6
2.4
PCFM
Backbone=PTv3, Variant...
2026.06
0.118
83.5
80.7
2.53
PCFM
Backbone=PVCNN
2026.06
0.138
82.3
75.9
3.04
3D U-Net
Representation=Voxel grid
2026.06
0.14
85.1
85.2
2.32
PCDiff
Backbone=PVCNN
2026.06
0.141
82.1
80.1
2.83
PCDiff
Backbone=PTv3
2026.06
0.186
74.4
72.1
4.58
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