Density Estimation on UCI Parkinsons (test)
-0.9Avg Test Log-LikelihoodRNADE
Evaluation results
| Method | Links | |
|---|---|---|
| RNADEordering=fixed2013.10 | -0.9 | |
| RNADEhidden_layers=3, number_of_orderings=162013.10 | -1.13 | |
| RNADEhidden_layers=2, number_of_orderings=162013.10 | -1.16 | |
| RNADEhidden_layers=3, number_of_orderings=22013.10 | -1.39 | |
| RNADEhidden_layers=2, number_of_orderings=22013.10 | -1.42 | |
| RNADEhidden_layers=1, number_of_orderings=162013.10 | -1.73 | |
| RNADEhidden_layers=1, number_of_orderings=22013.10 | -1.97 | |
| MFA2013.10 | -1.99 | |
| RNADEhidden_layers=3, ordering=variable2013.10 | -2.13 | |
| RNADEhidden_layers=2, ordering=variable2013.10 | -2.19 | |
| RNADEhidden_layers=1, ordering=variable2013.10 | -2.67 | |
| MAFArchitecture=MAF, Training Strategy=Mollification2023.05 | -6.17 | |
| GLOWArchitecture=GLOW, Training Strategy=Mollification2023.05 | -6.9 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Mollification2023.05 | -7.74 | |
| MAFArchitecture=MAF, Training Strategy=Vanilla2023.05 | -8.27 | |
| GLOWArchitecture=GLOW, Training Strategy=Vanilla2023.05 | -8.29 | |
| Gaussian2013.10 | -10.85 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Vanilla2023.05 | -14.21 |