Unconditional modeling on 25GMM d = 2
1.799Delta Log ZPIS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PISLangevin parametrization=true2024.02 | 1.799 | 0.225 | 7.16 | |
| PISLangevin parametrization=true2024.02 | 1.799 | 0.225 | — | |
| PIS2024.02 | 1.769 | 1.274 | 6.37 | |
| PIS2024.02 | 1.769 | 1.274 | — | |
| DDS2024.02 | 1.76 | 0.746 | 7.18 | |
| DDS2024.02 | 1.76 | 0.746 | — | |
| TB2024.02 | 1.176 | 1.071 | 4.83 | |
| TB2024.02 | 1.176 | 1.071 | — | |
| FL-SubTB2024.02 | 1.127 | 1.02 | 4.64 | |
| FL-SubTB2024.02 | 1.127 | 1.02 | — | |
| DIS2024.02 | 1.125 | 0.986 | 4.71 | |
| DIS2024.02 | 1.125 | 0.986 | — | |
| VarGradExplorative objective=true2024.02 | 0.615 | 0.487 | 3.89 | |
| VarGradExploration objective=true2024.02 | 0.615 | 0.487 | — | |
| SMC2024.02 | 0.569 | 0.016 | 0.86 | |
| SMC2024.02 | 0.569 | — | — | |
| TBExplorative objective=true2024.02 | 0.56 | 0.422 | 3.61 | |
| TBExploration objective=true2024.02 | 0.56 | 0.422 | — | |
| GGNS2024.02 | 0.518 | 0.042 | 1.19 | |
| FL-SubTBLangevin parametrization=true2024.02 | 0.209 | 0.011 | 1.45 | |
| FL-SubTBLangevin parametrization=true2024.02 | 0.209 | 0.011 | — | |
| VarGradExplorative objective=true, Langevin parametrization=true, Local Search=true2024.02 | 0.207 | 0.015 | 1.13 | |
| VarGradExploration objective=true, Langevin parametrization=true, Local Search=true2024.02 | 0.207 | 0.015 | — | |
| TBExplorative objective=true, Langevin parametrization=true2024.02 | 0.206 | 0.011 | 1.29 | |
| TBExploration objective=true, Langevin parametrization=true2024.02 | 0.206 | 0.011 | — | |
| TBExplorative objective=true, Langevin parametrization=true, Local Search=true2024.02 | 0.19 | 0.007 | 1.31 | |
| TBExploration objective=true, Langevin parametrization=true, Local Search=true2024.02 | 0.19 | 0.007 | — | |
| TBExplorative objective=true, Local Search=true2024.02 | 0.171 | 0.004 | 1.25 | |
| TBExploration objective=true, Local Search=true2024.02 | 0.171 | 0.004 | — | |
| GGNS2024.02 | 0.016 | — | — |