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Density Estimation on ImageNet 64x64
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3.42
Bits-per-dimension
Combiner-Axial
3.3976
3.5488
3.7
3.8512
Feb 17, 2020
May 12, 2020
Aug 5, 2020
Oct 29, 2020
Jan 22, 2021
Apr 17, 2021
Jul 12, 2021
Bits-per-dimension
Updated 3d ago
Evaluation Results
Method
Method
Links
Bits-per-dimension
Combiner-Axial
Architecture=30-layer...
2021.07
3.42
Routing Transformer
Data Augmentation=None
2021.07
3.43
Sparse Transformer
Data Augmentation=None
2021.07
3.44
Axial Transformer
Data Augmentation=None
2021.07
3.44
SPN
Architecture Category=...
2020.02
3.52
SPN
Data Augmentation=None
2021.07
3.52
PixelCNN
Data Augmentation=None
2021.07
3.57
ANF
Architecture Category=...
2020.02
3.66
Flow++
Architecture Category=...
2020.02
3.69
MaCow
Architecture Category=...
2020.02
3.69
PixelCNN
Architecture Category=...
2020.02
3.7
Parallel Multiscale
Data Augmentation=None
2021.07
3.7
Residual
Architecture Category=...
2020.02
3.76
Glow
Architecture Category=...
2020.02
3.81
Glow
Data Augmentation=None
2021.07
3.81
Real NVP
Architecture Category=...
2020.02
3.98
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