Image Generation on MNIST
Metric: bits/dimension (lower is better)
Metric: bits/dimension (lower is better)
| # | Model↕ | bits/dimension▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Locally Masked PixelCNN (8 orders) | 0.65 | No | Locally Masked Convolution for Autoregressive Mo... | 2020-06-22 | Code |
| 2 | Residual Flow | 0.97 | No | Residual Flows for Invertible Generative Modeling | 2019-06-06 | Code |
| 3 | RNODE | 0.97 | No | How to train your neural ODE: the world of Jacob... | 2020-02-07 | Code |
| 4 | MintNet | 0.98 | No | MintNet: Building Invertible Neural Networks wit... | 2019-07-18 | Code |
| 5 | i-ResNet | 1.06 | No | Invertible Residual Networks | 2018-11-02 | Code |
| 6 | Sliced Iterative Generator | 1.34 | No | Sliced Iterative Normalizing Flows | 2020-07-01 | Code |