fashion-mnist
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[WIP] Bits per dim for generative models
Model | MNIST | Fashion MNIST |
---|---|---|
NICE | 4.36 | - |
MADE | 2.04 | - |
IAF-VAE | - | - |
MAF | 1.89 | - |
Real NVP | 1.06 | - |
Glow | 1.05 | - |
FFJORD | 0.99 | - |
i-ResNET | 1.05 | - |
Residual Flow | 0.97 | - |
Flow++ | - | - |
Convolutional DRAW | - | - |
PixelRNN | - | - |
PixelCNN | - | - |
Gated PixelCNN | - | - |
Image Transformer | - | - |
PixelSNAIL | - | - |
MintNet | 0.98 | - |
SOS | 1.81 | - |
NAF | - | - |
TAN | - | - |
cc @rvollgraf
Hi, may I ask what is the correct way of calculating bit/dim ( for different n-bits images) from NLL ?