Density Estimation on UCI MINIBOONE

Metric: Log-likelihood (higher is better)

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#	Model↕	Log-likelihood▼	Augmentations	Paper	Date↕	Code
1	DDE	-6.94	No	Learning Generative Models using Denoising Densi...	2020-01-08	Code
2	B-NAF	-8.95	No	Block Neural Autoregressive Flow	2019-04-09	Code
3	FFJORD	-10.43	No	FFJORD: Free-form Continuous Dynamics for Scalab...	2018-10-02	Code
4	MADE MoG	-12.27	No	Masked Autoregressive Flow for Density Estimation	2017-05-19	Code

#1DDESOTA
-6.94
Log-likelihood· 2020-01-08
Learning Generative Models using Denoising Density Estimators Code
#2B-NAFSOTA
-8.95
Log-likelihood· 2019-04-09
Block Neural Autoregressive Flow Code
#3FFJORDSOTA
-10.43
Log-likelihood· 2018-10-02
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Code
#4MADE MoGSOTA
-12.27
Log-likelihood· 2017-05-19
Masked Autoregressive Flow for Density Estimation Code