Density Estimation on DNA (test)
-82.31Avg Log-Likelihood (nats)EoNADE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EoNADENumber of hidden layers=1, Ensemble size=16, Ordering strategy=order-agnostic2013.10 | -82.31 | — | |
| EoNADENumber of hidden layers=1, Ensemble size=2, Ordering strategy=order-agnostic2013.10 | -83.52 | — | |
| FVSBN2013.10 | -83.64 | — | |
| NADENumber of hidden layers=1, Ordering strategy=order-agnostic2013.10 | -84.28 | — | |
| NADENumber of hidden layers=2, Ordering strategy=order-agnostic2013.10 | -84.3 | — | |
| NADENumber of hidden layers=3, Ordering strategy=order-agnostic2013.10 | -84.37 | — | |
| NADEOrdering strategy=fixed order2013.10 | -84.81 | — | |
| RBM2013.10 | -96.74 | — | |
| MoBernoullis2013.10 | -98.19 | — | |
| DARN2015.02 | — | 81.04 | |
| EONADEHidden layers=1hl, Number of orderings=162015.02 | — | 82.31 | |
| FVSBN2015.02 | — | 83.64 | |
| MADE2015.02 | — | 83.63 | |
| MADESampling strategy=mask sampling2015.02 | — | 79.66 | |
| MoBernoullis2015.02 | — | 98.19 | |
| NADEOrdering strategy=fixed order2015.02 | — | 84.81 | |
| RBM2015.02 | — | 96.74 |