Conditional estimation on Dynamic MNIST (test)
60.92Test Log LikelihoodARSM
Evaluation results
| Method | Links | |
|---|---|---|
| ARSMCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 60.92 | |
| ARSMCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 60.32 | |
| ARSMCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 60.25 | |
| CARMS-GCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 60.01 | |
| LOORFCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 59.95 | |
| CARMS-ICategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 59.93 | |
| UNORDCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 59.93 | |
| CARMS-GCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 59.89 | |
| LOORFCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 59.78 | |
| UNORDCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 59.72 | |
| CARMS-GCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 59.69 | |
| CARMS-ICategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 59.61 | |
| LOORFCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 59.59 | |
| UNORDCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 59.5 | |
| CARMS-ICategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 59.43 | |
| ACSestimation=AIS2024.02 | -79.634 | |
| DMALAestimation=AIS2024.02 | -80.12 | |
| GWGestimation=AIS2024.02 | -80.51 |