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Density Estimation on CelebAHQ 256 x 256 5-bits

0.51NLL (bits/dim)Efficient-VDVAE
0.48920.62960.770.9104Mar 25, 2022

Evaluation results

MethodLinks
Efficient-VDVAEconfiguration=section 62022.030.51
Efficient-VDVAEconfiguration=standard2022.030.57
SPN2022.030.61
MaCow2022.030.67
NVAE2022.030.7
ANF2022.030.72
Locally Masked PixelCNN2022.030.74
GLOW2022.031.03