Conditional Sampling on MNIST pretrained VAE decoder (test)
-82.406log ZGGNS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GGNS2024.02 | -82.406 | — | |
| VarGradExploration=true, Langevin parametrization=true2024.02 | -99.472 | -46.574 | |
| VarGradExploration=true, Langevin parametrization=true, Local search=true2024.02 | -99.783 | -46.245 | |
| PISLangevin parametrization=true2024.02 | -99.89 | -47.326 | |
| PIS2024.02 | -102.54 | -47.753 | |
| VarGrad2024.02 | -102.54 | -46.502 | |
| VarGradExploration=true2024.02 | -103.39 | -47.318 | |
| VarGradExploration=true, Local search=true2024.02 | -105.4 | -48.235 | |
| FL-SubTBLangevin parametrization=true2024.02 | -111.536 | -47.64 | |
| TBExploration=true, Langevin parametrization=true2024.02 | -112.45 | -48.827 | |
| TBExploration=true, Langevin parametrization=true, Local search=true2024.02 | -117.26 | -49.157 | |
| FL-SubTB2024.02 | -147.992 | -54.196 | |
| TBExploration=true2024.02 | -148.04 | -49.967 | |
| TB2024.02 | -162.73 | -61.407 | |
| TBExploration=true, Local search=true2024.02 | -245.78 | -55.378 |