Density Estimation on MNIST
0.93bpdANF
Evaluation results
| Method | Links | |
|---|---|---|
| ANFArchitecture Category=Flow-based models, Dequantization=variational dequantization2020.02 | 0.93 | |
| ResidualArchitecture Category=Flow-based models, Dequantization=uniform noise injection2020.02 | 0.97 | |
| MintNet2019.07 | 0.98 | |
| FFJORD2019.07 | 0.99 | |
| FFJORDArchitecture Category=Flow-based models, Dequantization=uniform noise injection2020.02 | 0.99 | |
| Glow2019.07 | 1.05 | |
| GlowArchitecture Category=Flow-based models, Dequantization=uniform noise injection2020.02 | 1.05 | |
| Real NVP2019.07 | 1.06 | |
| i-ResNet2019.07 | 1.06 | |
| Real NVPArchitecture Category=Flow-based models, Dequantization=uniform noise injection2020.02 | 1.06 | |
| MAF2019.07 | 1.89 | |
| NICE2019.07 | 4.36 |