Unconditional Density Estimation on CIFAR-10 (test)
3,049Log Likelihood (nats)MAF
Evaluation Results
| Method | Links | |
|---|---|---|
| MAFNumber of layers/blocks=102017.05 | 3,049 | |
| MAFNumber of layers/blocks=52017.05 | 2,936 | |
| MAF MoGNumber of layers/blocks=5, Output distribution type=MoG2017.05 | 2,911 | |
| Real NVPNumber of layers/blocks=52017.05 | 2,576 | |
| Real NVPNumber of layers/blocks=102017.05 | 2,568 | |
| Gaussian2017.05 | 2,367 | |
| MADEOutput distribution type=Gaussian2017.05 | 147 | |
| MADE MoGOutput distribution type=MoG2017.05 | -397 |