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Density Estimation on ImageNet 64 x 64

3.3NLL (bits/dim)Efficient-VDVAE
3.27963.41733.5553.6927Mar 25, 2022

Evaluation results

MethodLinks
Efficient-VDVAE2022.033.3
DenseFlow2022.033.35
VDMdata augmentation=true2022.033.4
Sparse Transformer2022.033.44
SPN2022.033.52
VDVAE2022.033.52
Flow++2022.033.69
GLOW2022.033.81