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Benchmarks
Class-conditioned 3D Shape Generation on ShapeNetCore airplane V2 (test)
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0.44
FPD
M-SDF
0.3844
0.7597
1.135
1.5103
Dec 14, 2023
FPD
KPD (x10³)
COV (CD)
COV (EMD)
MMD (CD, x10³)
MMD (EMD, x10²)
1-NNA (CD)
1-NNA (EMD)
Updated 1mo ago
Evaluation Results
Method
Method
Links
FPD
KPD (x10³)
COV (CD)
COV (EMD)
MMD (CD, x10³)
MMD (EMD, x10²)
1-NNA (CD)
1-NNA (EMD)
M-SDF
2023.12
0.44
0.5
52.48
51.49
3.54
3.78
62.62
69.55
NW
2023.12
0.81
1.26
51.98
45.05
3.36
4.19
68.32
73.76
S2VS
2023.12
0.94
1.65
51.98
40.59
3.8
4.45
69.06
76.73
3DILG
2023.12
1.83
3.22
41.09
32.67
4.69
5.33
82.67
84.41
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