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Conditional Density Estimation on CIFAR-10 (test)
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3,058
Test Log Likelihood (nats)
MAF
-246.08
611.71
1,469.5
2,327.29
May 19, 2017
Test Log Likelihood (nats)
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Log Likelihood (nats)
MAF
Number of layers/block...
2017.05
3,058
MAF
Number of layers/blocks=5
2017.05
2,983
MAF MoG
Number of layers/block...
2017.05
2,936
Real NVP
Number of layers/blocks=5
2017.05
2,642
Real NVP
Number of layers/block...
2017.05
2,475
Gaussian
2017.05
2,030
MADE
Output distribution ty...
2017.05
187
MADE MoG
Output distribution ty...
2017.05
-119
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