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Density Estimation on ImageNet 32x32
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3.58
NLL (bits/dim)
Efficient-VDVAE
3.5596
3.6973
3.835
3.9727
Mar 25, 2022
NLL (bits/dim)
Updated 3d ago
Evaluation Results
Method
Method
Links
NLL (bits/dim)
Efficient-VDVAE
2022.03
3.58
DenseFlow
2022.03
3.63
MaCow
2022.03
3.69
VDM
data augmentation=true
2022.03
3.72
delta-VAE
2022.03
3.77
Image Transformer
2022.03
3.77
VDVAE
2022.03
3.8
SPN
2022.03
3.85
Flow++
2022.03
3.86
ANF
2022.03
3.92
UDM
2022.03
3.93
GLOW
2022.03
4.09
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