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Benchmarks
Object Shape Deformation Learning on ShapeNet Seen Categories, Unseen Objects (test)
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2.38
Chamfer Distance (CD)
Our-MV
1.9544
4.8272
7.7
10.5728
May 28, 2026
Chamfer Distance (CD)
Earth Mover's Distance (EMD)
Surface IoU (S-IoU)
Updated 5d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
Earth Mover's Distance (EMD)
Surface IoU (S-IoU)
Our-MV
Template Selection Str...
2026.05
2.38
4.69
48.79
Our-SV
Template Selection Str...
2026.05
2.45
4.76
48.45
Our-MV
Template Selection Str...
2026.05
2.46
4.86
47.31
Our-SV
Template Selection Str...
2026.05
2.61
4.94
46.78
KP-RED
Template Selection Str...
2026.05
3.05
5.23
46.73
KP-RED
Template Selection Str...
2026.05
5.1
6.35
42.05
ShapeMatcher
Template Selection Str...
2026.05
5.92
6.43
40.47
ShapeMatcher
Template Selection Str...
2026.05
13.02
8.82
34.36
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