Paper | Code | Log-likelihood | NLL | CD | EMD | MMD-CD | MMD-EMD | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|---|---|
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models | ✓ Link | -14.92 | 14.92 | 13.8 | 0.164 | 13.8 | 0.158 | FFJORD | 2018-10-02 |
PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise | ✓ Link | 13.8 | 0.161 | 13.7 | 0.153 | PaddingFlow | 2024-03-13 | ||
Block Neural Autoregressive Flow | ✓ Link | -14.71 | B-NAF | 2019-04-09 | |||||
Masked Autoregressive Flow for Density Estimation | ✓ Link | -15.15 | MADE MoG | 2017-05-19 | |||||
Learning Generative Models using Denoising Density Estimators | ✓ Link | -11.3 | DDE | 2020-01-08 |