Density Estimation on UCI Red wine (test)
-8.76Avg Test Log-LikelihoodRNADE
Evaluation results
| Method | Links | |
|---|---|---|
| RNADEhidden_layers=3, number_of_orderings=162013.10 | -8.76 | |
| RNADEhidden_layers=3, number_of_orderings=22013.10 | -8.93 | |
| RNADEhidden_layers=1, number_of_orderings=162013.10 | -8.95 | |
| RNADEhidden_layers=2, number_of_orderings=162013.10 | -8.98 | |
| RNADEhidden_layers=1, number_of_orderings=22013.10 | -9.07 | |
| RNADEhidden_layers=2, number_of_orderings=22013.10 | -9.13 | |
| RNADEordering=fixed2013.10 | -9.36 | |
| RNADEhidden_layers=1, ordering=variable2013.10 | -9.49 | |
| RNADEhidden_layers=3, ordering=variable2013.10 | -9.54 | |
| RNADEhidden_layers=2, ordering=variable2013.10 | -9.63 | |
| MFA2013.10 | -10.19 | |
| MAFArchitecture=MAF, Training Strategy=Mollification2023.05 | -11.51 | |
| GLOWArchitecture=GLOW, Training Strategy=Mollification2023.05 | -12.37 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Mollification2023.05 | -12.51 | |
| Gaussian2013.10 | -13.18 | |
| MAFArchitecture=MAF, Training Strategy=Vanilla2023.05 | -16.32 | |
| GLOWArchitecture=GLOW, Training Strategy=Vanilla2023.05 | -18.21 | |
| REAL-NVPArchitecture=REAL-NVP, Training Strategy=Vanilla2023.05 | -27.83 |