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Benchmarks
Likelihood Estimation on ImageNet32 downsampled (test)
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3.43
BPD
i-DODE
3.4112
3.5381
3.665
3.7919
Apr 10, 2023
Apr 14, 2023
Apr 18, 2023
Apr 23, 2023
Apr 27, 2023
May 1, 2023
May 6, 2023
BPD
FID
NFE
Updated 5mo ago
Evaluation Results
Method
Method
Links
BPD
FID
NFE
i-DODE
Schedule=VP
2023.05
3.43
9.09
152
i-DODE
Schedule=SP
2023.05
3.44
10.31
138
Stochastic Interp.
2023.05
3.48
8.49
-
Flow Matching
2023.05
3.53
5.31
122
VDM
Model Category=Diffusi...
2023.04
3.72
-
-
VDM
2023.05
3.72
-
-
Reflected Diffusion
Model Category=Diffusi...
2023.04
3.74
-
-
ScoreFlow
Model Category=Diffusi...
2023.04
3.76
-
-
ScoreFlow
2023.05
3.82
10.18
-
ScoreFlow
Model Category=Diffusi...
2023.04
3.83
-
-
Soft Truncation
2023.05
3.9
8.42
-
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