Density Estimation on BSDS300

Metric: Log-likelihood (higher is better)

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#	Model↕	Log-likelihood▼	Augmentations	Paper	Date↕	Code
1	TAN	159.8	No	Transformation Autoregressive Networks	2018-01-30	-
2	FFJORD	157.4	No	FFJORD: Free-form Continuous Dynamics for Scalab...	2018-10-02	Code
3	B-NAF	157.36	No	Block Neural Autoregressive Flow	2019-04-09	Code
4	MADE MoG	153.71	No	Masked Autoregressive Flow for Density Estimation	2017-05-19	Code

#1TANSOTA
159.8
Log-likelihood· 2018-01-30
Transformation Autoregressive Networks
#2FFJORD
157.4
Log-likelihood· 2018-10-02
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models Code
#3B-NAF
157.36
Log-likelihood· 2019-04-09
Block Neural Autoregressive Flow Code
#4MADE MoGSOTA
153.71
Log-likelihood· 2017-05-19
Masked Autoregressive Flow for Density Estimation Code