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Density Estimation on MINIBOONE d=43; N=36,488 (test)
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10.55
Avg Test Log-Likelihood
JKO-iFlow
-16.6356
-9.5778
-2.52
4.5378
Jan 30, 2018
Nov 25, 2018
Sep 20, 2019
Jul 15, 2020
May 10, 2021
Mar 5, 2022
Dec 29, 2022
Avg Test Log-Likelihood
Updated 3d ago
Evaluation Results
Method
Method
Links
Avg Test Log-Likelihood
JKO-iFlow
# Param=112K, L (numbe...
2022.12
10.55
OT-Flow
# Param=78K, Training...
2022.12
10.55
FFJORD
# Param=821K, L (numbe...
2022.12
10.43
TAN
Model architecture=4xS...
2018.01
-11.01
MAF MOG
Number of transformati...
2018.01
-11.68
MAF
Number of transformati...
2018.01
-11.75
MAF
Number of transformati...
2018.01
-12.24
MADE MOG
2018.01
-12.27
Real NVP
Number of transformati...
2018.01
-13.55
Real NVP
Number of transformati...
2018.01
-13.84
MADE
2018.01
-15.59
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