Density Estimation on msnbc discrete (test)
-6.03Log-LikelihoodBest SPN
Evaluation results
| Method | Links | |
|---|---|---|
| Best SPN2021.06 | -6.03 | |
| EiNETsOptimizer=Adam*, Architecture=EiNETs2021.12 | -6.03 | |
| Best PSDD2021.06 | -6.04 | |
| SPN + Weight DecayOptimizer=Adam, Regularization Strategy=Weight Decay, Architecture=SPN, # Params=425502021.12 | -6.04 | |
| RAT-SPNOptimizer=sEM†, Architecture=RAT-SPN2021.12 | -6.04 | |
| HCLTalpha=0.1, beta=0.002, tau=0.0012021.06 | -6.05 | |
| HyperSPNOptimizer=Adam, Regularization Strategy=HyperSPN, Architecture=SPN, # Params=96152021.12 | -6.05 |