Conditional Density Estimation on CIFAR-10 (test)
3,058Test Log Likelihood (nats)MAF
Evaluation Results
| Method | Links | |
|---|---|---|
| MAFNumber of layers/blocks=102017.05 | 3,058 | |
| MAFNumber of layers/blocks=52017.05 | 2,983 | |
| MAF MoGNumber of layers/blocks=5, Output distribution type=MoG2017.05 | 2,936 | |
| Real NVPNumber of layers/blocks=52017.05 | 2,642 | |
| Real NVPNumber of layers/blocks=102017.05 | 2,475 | |
| Gaussian2017.05 | 2,030 | |
| MADEOutput distribution type=Gaussian2017.05 | 187 | |
| MADE MoGOutput distribution type=MoG2017.05 | -119 |