| Benchmark | Model | Rank | Results |
|---|---|---|---|
| density-estimation-on-cifar-10 | Pixel CNN | #9 | NLL (bits/dim): 3.03 |
| image-generation-on-imagenet-32x32 | Gated PixelCNN | #20 | bpd: 3.83 |
| image-generation-on-imagenet-64x64 | Gated PixelCNN (van den Oord et al., [2016c]) | #39 | Bits per dim: 3.57 |