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Benchmarks
Conditional Density Estimation on CIFAR-10
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4.3
Bits per Pixel
MAF
4.24
4.645
5.05
5.455
May 19, 2017
Bits per Pixel
Updated 4d ago
Evaluation Results
Method
Method
Links
Bits per Pixel
MAF
layers=10
2017.05
4.3
MAF
layers=5
2017.05
4.34
MAF MoG
layers=5, MoG=true
2017.05
4.36
Real NVP
layers=5
2017.05
4.5
Real NVP
layers=10
2017.05
4.58
Gaussian
2017.05
4.79
MADE
2017.05
5.65
MADE MoG
MoG=true
2017.05
5.8
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