Block Neural Autoregressive Flow

Benchmark Model Rank Results
density-estimation-on-bsds300B-NAF#2Log-likelihood: 157.36
density-estimation-on-caltech-101B-NAF#1Negative ELBO: 94.91NLL: 105.42
density-estimation-on-freyfacesB-NAF#1Negative ELBO: 4.33NLL: 4.42
density-estimation-on-omniglotB-NAF#1Negative ELBO: 94.83NLL: 100.08
density-estimation-on-uci-gasB-NAF#1Log-likelihood: 12.06
density-estimation-on-uci-hepmassB-NAF#3Log-likelihood: -14.71
density-estimation-on-uci-minibooneB-NAF#2Log-likelihood: -8.95
density-estimation-on-uci-powerB-NAF#3Log-likelihood: 0.61