Marginal Log-Likelihood Estimation on DS1 (test)
-7,108.41MLLVBPI-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VBPI-GNNestimator=VIMCO, samples=102023.07 | -7,108.41 | — | |
| MrBayes SS2023.07 | -7,108.42 | — | |
| GeoPhyQ(z) configuration=WN(full,4), Control Variates=LAX (K=1)2023.07 | -7,111.55 | — | |
| GeoPhyQ(z) configuration=WN(full,4), Control Variates=LOO(3)+2023.07 | -7,116.09 | — | |
| GeoPhyQ(z) configuration=WN(full,4), Control Variates=LOO (K=3)2023.07 | -7,119.77 | — | |
| GeoPhyQ(z) configuration=WN(diag,2), Control Variates=LAX (K=1)2023.07 | -7,126.89 | — | |
| GeoPhyQ(z) configuration=WN(diag,2), Control Variates=LOO(3)+2023.07 | -7,128.4 | — | |
| GeoPhyQ(z) configuration=WN(diag,2), Control Variates=LOO (K=3)2023.07 | -7,130.67 | — | |
| phi-CSMC2023.07 | -7,290.36 | — | |
| CSMC2023.07 | -8,306.76 | — | |
| VCSMC2023.07 | -9,180.34 | — | |
| VBPI10Estimator=VBPI, Batch Size=10, K=102025.02 | — | -0.53 | |
| VIPR (LOOR)Estimator=LOOR, Batch Size=102025.02 | — | -2.29 | |
| VIPR (REP)Estimator=REP, Batch Size=102025.02 | — | -1.83 | |
| VIPR (VIMCO)Estimator=VIMCO, Batch Size=10, K=102025.02 | — | -0.95 |