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Benchmarks
Unconditional Density Estimation on CIFAR-10
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4.31
Bits per Pixel
MAF
4.2452
4.6826
5.12
5.5574
May 19, 2017
Bits per Pixel
Updated 4d ago
Evaluation Results
Method
Method
Links
Bits per Pixel
MAF
layers=10
2017.05
4.31
MAF
layers=5
2017.05
4.36
MAF MoG
layers=5, MoG=true
2017.05
4.37
Real NVP
layers=5
2017.05
4.53
Real NVP
layers=10
2017.05
4.54
Gaussian
2017.05
4.63
MADE
2017.05
5.67
MADE MoG
MoG=true
2017.05
5.93
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