Metric: Log-likelihood (higher is better)
| # | Model↕ | Log-likelihood▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DDE | -6.94 | No | Learning Generative Models using Denoising Densi... | 2020-01-08 | Code |
| 2 | B-NAF | -8.95 | No | Block Neural Autoregressive Flow | 2019-04-09 | Code |
| 3 | FFJORD | -10.43 | No | FFJORD: Free-form Continuous Dynamics for Scalab... | 2018-10-02 | Code |
| 4 | MADE MoG | -12.27 | No | Masked Autoregressive Flow for Density Estimation | 2017-05-19 | Code |