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Benchmarks
3D Object Completion on Scan2CAD (test)
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0.016
Chamfer Distance (Shape)
Ψ-Map
0.01152
0.04176
0.072
0.10224
Apr 13, 2026
Chamfer Distance (Shape)
F-Score (Shape)
Chamfer Distance (Object)
F-Score (Object)
IoU (Boundary)
Color Metric (Object)
Color Metric (Shape)
Updated 5d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (Shape)
F-Score (Shape)
Chamfer Distance (Object)
F-Score (Object)
IoU (Boundary)
Color Metric (Object)
Color Metric (Shape)
Ψ-Map
2026.04
0.016
90.3
0.036
71
66.6
20.3
1.5
AdaPoinTr
2026.04
0.018
84.1
0.062
53.2
59.7
32.9
2.3
Gen3DSR
2026.04
0.07
65.5
0.103
43
39.8
29.1
9.3
InstPIFu
2026.04
0.128
49.3
0.089
47
20.7
51
15.9
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