Locally Masked PixelCNN (8 orders)

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Image GenerationonBinarized MNIST
bits/dimension· 2020-06-22
0.143
SOTA
Locally Masked Convolution for Autoregressive Models arXiv:2006.12486
Image GenerationonMNIST
bits/dimension· 2020-06-22
0.65
SOTA
Locally Masked Convolution for Autoregressive Models arXiv:2006.12486
Image GenerationonBinarized MNIST
nats· 2020-06-22
77.58
best: 88.33 (NADE)
Locally Masked Convolution for Autoregressive Models arXiv:2006.12486