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Benchmarks
Point Cloud Generation on ShapeNet Airplane
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87.3
1-NNA (CD)
1-GAN
70.4624
74.8337
79.205
83.5763
Dec 4, 2022
1-NNA (CD)
1-NNA (EMD)
Updated 4d ago
Evaluation Results
Method
Method
Links
1-NNA (CD)
1-NNA (EMD)
1-GAN
Sampling Time (s)=0.03
2022.12
87.3
93.95
ShapeGF
Sampling Time (s)=0.34
2022.12
80
76.17
DPM
Sampling Time (s)=22.8
2022.12
76.42
86.91
PVD-DDIM
Sampling Time (s)=3.15...
2022.12
76.21
69.84
SoftFlow
Sampling Time (s)=0.12
2022.12
76.05
65.8
PointFlow
Sampling Time (s)=0.27
2022.12
75.68
70.74
SetVAE
Sampling Time (s)=0.03
2022.12
75.31
77.65
DPF-Net
Sampling Time (s)=0.33
2022.12
75.18
65.55
PVD
Sampling Time (s)=29.9...
2022.12
73.82
64.81
PSF
Sampling Time (s)=0.04
2022.12
71.11
61.09
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