Density Estimation on ImageNet 32x32 downsampled (val)
3.77NLL (bits/dim)ImageTransformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ImageTransformerModel Category=Autoregressive Models2019.01 | 3.77 | — | |
| Our Decoder baselineModel Category=Autoregressive Models2019.01 | 3.77 | — | |
| PixelSNAILModel Category=Autoregressive Models2019.01 | 3.8 | — | |
| Gated PixelCNNModel Category=Autoregressive Models2019.01 | 3.83 | — | |
| delta-VAEDecoder=PixelSNAIL, Prior=AR(1)2019.01 | — | 0.08 | |
| delta-VAEDecoder=PixelSNAIL, Prior=Auxiliary2019.01 | — | 0.07 |