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Benchmarks
Conditional Density Estimation on MNIST
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1.39
Bits per Pixel (BPP)
MADE MoG
1.3648
1.5349
1.705
1.8751
May 19, 2017
Bits per Pixel (BPP)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Bits per Pixel (BPP)
MADE MoG
MoG=true
2017.05
1.39
MAF MoG
layers=5, MoG=true
2017.05
1.51
MAF
layers=5
2017.05
1.89
MAF
layers=10
2017.05
1.92
Real NVP
layers=5
2017.05
1.94
Gaussian
2017.05
1.97
MADE
2017.05
2
Real NVP
layers=10
2017.05
2.02
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