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Benchmarks
Programmatic 3D Shape Reconstruction on PartNet (val)
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9.6
Function Count per Shape
ShapeLib
9.388
10.819
12.25
13.681
Feb 13, 2025
Function Count per Shape
Function Count per Library
Programmatic Degrees of Freedom (DoF)
F-Score (PC)
IoU (Voxel)
Updated 1d ago
Evaluation Results
Method
Method
Links
Function Count per Shape
Function Count per Library
Programmatic Degrees of Freedom (DoF)
F-Score (PC)
IoU (Voxel)
ShapeLib
2025.02
9.6
5.6
47.8
54
50
ShapeCoder
2025.02
13.5
19.2
48.6
40.9
32.3
LLM-Only
2025.02
14.9
5.6
63.5
37.4
34.9
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