fashion-mnist
fashion-mnist copied to clipboard
Published
20 hours ago •
zalandoresearch
zalandoresearch
[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 ?
