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Density Estimation on POWER d=6; N=2,049,280 (test)
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0.6
Avg Test Log-Likelihood
TAN
-3.2272
-2.2336
-1.24
-0.2464
Jan 30, 2018
Avg Test Log-Likelihood
Avg Test NLL
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Test Log-Likelihood
Avg Test NLL
TAN
Model architecture=5x...
2018.01
0.6
-
MADE MOG
2018.01
0.4
-
MAF MOG
Number of transformati...
2018.01
0.3
-
MAF
Number of transformati...
2018.01
0.24
-
Real NVP
Number of transformati...
2018.01
0.17
-
MAF
Number of transformati...
2018.01
0.14
-
Real NVP
Number of transformati...
2018.01
-0.02
-
MADE
2018.01
-3.08
-
JKO-iFlow
# Param=95K, L (number...
2022.12
-
-0.4
OT-Flow
# Param=18K, Training...
2022.12
-
-0.3
FFJORD
# Param=43K, L (number...
2022.12
-
-0.46
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