Unconditional Image Modeling on ImageNet 64x64
3.43Bits/DimRouting Transformer
Evaluation results
| Method | Links | |
|---|---|---|
| Routing Transformer2021.02 | 3.43 | |
| Sparse Transformer2021.02 | 3.44 | |
| Image Transformer2021.02 | 3.48 | |
| PixelSNAILModel family=Autoregressive2019.02 | 3.52 | |
| SPN2021.02 | 3.52 | |
| Very Deep VAE2021.02 | 3.52 | |
| PixelSNAIL2021.02 | 3.52 | |
| Improved DDPM2021.02 | 3.53 | |
| Gated PixelCNNModel family=Autoregressive2019.02 | 3.57 | |
| PixelCNN2021.02 | 3.57 | |
| PixelRNNModel family=Autoregressive2019.02 | 3.63 | |
| Flow++Model family=Non-autoregressive2019.02 | 3.69 | |
| Flow++2021.02 | 3.69 | |
| Multiscale PixelCNNModel family=Autoregressive2019.02 | 3.7 | |
| DDPM2021.02 | 3.77 | |
| GlowModel family=Non-autoregressive2019.02 | 3.81 | |
| Glow2021.02 | 3.81 |