Density Estimation on Ocr-letters (test)
-27.22Avg Log-Likelihood (nats)NADE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NADEOrdering strategy=fixed order2013.10 | -27.22 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=16, Ordering strategy=order-agnostic2013.10 | -27.31 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=2, Ordering strategy=order-agnostic2013.10 | -28.36 | — | |
| NADENumber of hidden layers=3, Ordering strategy=order-agnostic2013.10 | -28.89 | — | |
| NADENumber of hidden layers=2, Ordering strategy=order-agnostic2013.10 | -28.92 | — | |
| NADENumber of hidden layers=1, Ordering strategy=order-agnostic2013.10 | -29.05 | — | |
| FVSBN2013.10 | -39.3 | — | |
| MoBernoullis2013.10 | -40.56 | — | |
| RBM2013.10 | -43.05 | — | |
| UHAK=642021.07 | -129.9 | — | |
| IWK=642021.07 | -130.6 | — | |
| IWK=322021.07 | -130.9 | — | |
| UHAK=322021.07 | -131.2 | — | |
| IWK=162021.07 | -131.2 | — | |
| UHAK=162021.07 | -131.4 | — | |
| IWK=82021.07 | -131.6 | — | |
| UHAK=82021.07 | -131.8 | — | |
| UHAK=12021.07 | -133 | — | |
| IWK=12021.07 | -133 | — | |
| DARN2015.02 | — | 28.17 | |
| EONADEHidden layers=1hl, Number of orderings=162015.02 | — | 27.32 | |
| FVSBN2015.02 | — | 39.3 | |
| MADE2015.02 | — | 28.34 | |
| MADESampling strategy=mask sampling2015.02 | — | 30.04 | |
| MoBernoullis2015.02 | — | 40.56 | |
| NADEOrdering strategy=fixed order2015.02 | — | 27.22 | |
| RBM2015.02 | — | 43.05 |