Density Estimation on Caltech-101 Silhouettes (test)
-107.28Test Log-LikelihoodNADE-5
Evaluation Results
| Method | Links | |
|---|---|---|
| NADE-5Number of hidden units=4000, Number of parameters=6.28M, L2 regularization coefficient=0.00682014.06 | -107.28 | |
| RBMNumber of hidden units=4000, Number of parameters=3.14M2014.06 | -107.78 | |
| NADE-2Number of hidden units=1000, Number of parameters=1.57M, L2 regularization coefficient=0.00542014.06 | -108.81 | |
| RBMNumber of hidden units=2000, Number of parameters=1.57M2014.06 | -108.98 | |
| NADE-maskNumber of hidden units=2670, Number of parameters=6.28M, L2 regularization coefficient=0.001062014.06 | -110.95 | |
| NADE-maskNumber of hidden units=670, Number of parameters=1.58M2014.06 | -112.51 |