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Distribution Fitting on Swissroll 2D synthetic (toy)
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0.042
JS Divergence
DDPM
0.0022
0.27085
0.5395
0.80815
Oct 26, 2023
JS Divergence
Updated 3mo ago
Evaluation Results
Method
Method
Links
JS Divergence
DDPM
Diffusion steps (T)=1000
2023.10
0.042
HSIVI-SM
Diffusion steps (T)=10
2023.10
0.082
HSIVI-SM
Diffusion steps (T)=5
2023.10
0.126
DDIM
Diffusion steps (T)=10
2023.10
0.164
DDIM
Diffusion steps (T)=5
2023.10
0.332
DDPM
Diffusion steps (T)=10
2023.10
0.334
DDPM
Diffusion steps (T)=5
2023.10
1.037
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