Density Estimation On Bsds300
Métriques
CD
EMD
Log-likelihood
MMD-CD
MMD-EMD
NLL
Résultats
Résultats de performance de divers modèles sur ce benchmark
Tableau comparatif
| Nom du modèle | CD | EMD | Log-likelihood | MMD-CD | MMD-EMD | NLL |
|---|---|---|---|---|---|---|
| ffjord-free-form-continuous-dynamics-for | 0.683 | 0.0281 | 157.4 | 0.548 | 0.0227 | -157.4 |
| block-neural-autoregressive-flow | - | - | 157.36 | - | - | - |
| masked-autoregressive-flow-for-density | - | - | 153.71 | - | - | - |
| transformation-autoregressive-networks | - | - | 159.8 | - | - | - |
| paddingflow-improving-normalizing-flows-with | 0.495 | 0.0248 | - | 0.48 | 0.0212 | - |