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Benchmarks
Unconditional Density Estimation on MNIST
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1.41
Bits per Pixel
MADE MoG
1.3848
1.5549
1.725
1.8951
May 19, 2017
Bits per Pixel
Updated 1mo ago
Evaluation Results
Method
Method
Links
Bits per Pixel
MADE MoG
MoG=true
2017.05
1.41
MAF MoG
layers=5, MoG=true
2017.05
1.52
MAF
layers=5
2017.05
1.89
MAF
layers=10
2017.05
1.91
Real NVP
layers=5
2017.05
1.93
Gaussian
2017.05
2.01
Real NVP
layers=10
2017.05
2.02
MADE
2017.05
2.04
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