Metric: Log-likelihood (higher is better)
| # | Model↕ | Log-likelihood▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TAN | 159.8 | No | Transformation Autoregressive Networks | 2018-01-30 | - |
| 2 | FFJORD | 157.4 | No | FFJORD: Free-form Continuous Dynamics for Scalab... | 2018-10-02 | Code |
| 3 | B-NAF | 157.36 | No | Block Neural Autoregressive Flow | 2019-04-09 | Code |
| 4 | MADE MoG | 153.71 | No | Masked Autoregressive Flow for Density Estimation | 2017-05-19 | Code |