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Benchmarks
Conditional Density Estimation on MNIST (test)
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-1,030.3
Avg Log Likelihood (nats)
MADE MoG
-1,384.94
-1,292.87
-1,200.8
-1,108.73
May 19, 2017
Avg Log Likelihood (nats)
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Log Likelihood (nats)
MADE MoG
Output distribution ty...
2017.05
-1,030.3
MAF MoG
Number of layers/block...
2017.05
-1,092.3
MAF
Number of layers/blocks=5
2017.05
-1,302.9
MAF
Number of layers/block...
2017.05
-1,316.8
Real NVP
Number of layers/blocks=5
2017.05
-1,326.3
Gaussian
2017.05
-1,344.7
MADE
Output distribution ty...
2017.05
-1,361.9
Real NVP
Number of layers/block...
2017.05
-1,371.3
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