Density Estimation on UCI White wine (test)
-9.67Average Test Log-LikelihoodRNADE
Evaluation results
| Method | Links | |
|---|---|---|
| RNADEhidden_layers=3, number_of_orderings=162013.10 | -9.67 | |
| RNADEhidden_layers=2, number_of_orderings=162013.10 | -9.69 | |
| RNADEhidden_layers=3, number_of_orderings=22013.10 | -9.79 | |
| RNADEhidden_layers=2, number_of_orderings=22013.10 | -9.84 | |
| RNADEhidden_layers=1, number_of_orderings=162013.10 | -9.94 | |
| RNADEhidden_layers=1, number_of_orderings=22013.10 | -10.03 | |
| RNADEhidden_layers=3, ordering=variable2013.10 | -10.21 | |
| RNADEordering=fixed2013.10 | -10.23 | |
| RNADEhidden_layers=2, ordering=variable2013.10 | -10.23 | |
| RNADEhidden_layers=1, ordering=variable2013.10 | -10.35 | |
| MFA2013.10 | -10.73 | |
| MAFArchitecture=MAF, Training Strategy=Mollification2023.05 | -11.96 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Mollification2023.05 | -12.3 | |
| GLOWArchitecture=GLOW, Training Strategy=Mollification2023.05 | -12.44 | |
| Gaussian2013.10 | -13.2 | |
| MAFArchitecture=MAF, Training Strategy=Vanilla2023.05 | -14.87 | |
| GLOWArchitecture=GLOW, Training Strategy=Vanilla2023.05 | -15.24 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Vanilla2023.05 | -18.34 |