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Benchmarks
3D Shape Reconstruction on ShapeNet Table
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0.029
Chamfer Distance
DCC-DIF
-0.03264
0.38343
0.7995
1.21557
Mar 26, 2022
Jul 4, 2022
Oct 13, 2022
Jan 22, 2023
May 2, 2023
Aug 11, 2023
Nov 20, 2023
Chamfer Distance
F-Score
Normal Consistency (NC)
Updated 4d ago
Evaluation Results
Method
Method
Links
Chamfer Distance
F-Score
Normal Consistency (NC)
DCC-DIF
2022.03
0.029
0.993
-
Multi-scale Deep Implicit Functions
2022.03
0.046
0.976
-
IF-Net
2022.03
0.17
0.934
-
Mixing-Denoising Generalizable Occupancy Networks
Number of points=3000,...
2023.11
0.3
0.99
0.96
Occupancy Networks
2022.03
0.44
0.849
-
Learned Discrete Implicit Functions
2022.03
0.56
0.924
-
SA-ConvONet
Number of points=3000,...
2023.11
0.56
0.92
0.93
Neural-Pull
Number of points=3000,...
2023.11
0.71
0.83
0.85
Structured Implicit Functions
2022.03
1.57
0.557
-
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