Unconditional Density Estimation on MNIST (test)
-1,038.5Avg Test Log Likelihood (nats)MADE MoG
Evaluation Results
| Method | Links | |
|---|---|---|
| MADE MoGOutput distribution type=MoG2017.05 | -1,038.5 | |
| MAF MoGNumber of layers/blocks=5, Output distribution type=MoG2017.05 | -1,100.3 | |
| MAFNumber of layers/blocks=52017.05 | -1,300.5 | |
| MAFNumber of layers/blocks=102017.05 | -1,313.1 | |
| Real NVPNumber of layers/blocks=52017.05 | -1,323.2 | |
| Gaussian2017.05 | -1,366.9 | |
| Real NVPNumber of layers/blocks=102017.05 | -1,370.7 | |
| MADEOutput distribution type=Gaussian2017.05 | -1,380.8 |