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Unconditional 3D Point Cloud Generation on ShapeNet Chair v1 (test)
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2.409
MMD (CD)
PointFlow
2.3898
2.5194
2.649
2.7786
Dec 4, 2022
MMD (CD)
MMD (EMD)
COV (CD)
COV (EMD)
Updated 4d ago
Evaluation Results
Method
Method
Links
MMD (CD)
MMD (EMD)
COV (CD)
COV (EMD)
PointFlow
2022.12
2.409
1.595
42.9
50
SoftFlow
2022.12
2.528
1.682
41.39
47.43
DPF-Net
2022.12
2.536
1.632
44.71
48.79
l-GAN (CD)
Training metric=CD
2022.12
2.589
2.007
41.99
29.31
PVD
2022.12
2.622
1.556
49.84
50.6
PSF
Sampling steps (N)=1
2022.12
2.624
1.573
46.71
49.84
PVD-DDIM
Sampling protocol=DDIM...
2022.12
2.758
1.703
46.32
48.19
Shape-GF
2022.12
2.889
1.702
46.67
48.03
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