HyperAI

Density Estimation On Imagenet 32X32 1

Metrics

NLL (bits/dim)

Results

Performance results of various models on this benchmark

Comparison Table
Model NameNLL (bits/dim)
image-transformer3.77
improved-techniques-for-maximum-likelihood3.69
diffusion-models-with-learned-adaptive-noise3.67
glow-generative-flow-with-invertible-1x14.09
variational-diffusion-models3.72