Conditional estimation on Omniglot (test)
72.98Test Log LikelihoodARSM
Evaluation results
| Method | Links | |
|---|---|---|
| ARSMCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 72.98 | |
| UNORDCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 72.94 | |
| LOORFCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 72.9 | |
| CARMS-GCategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 72.88 | |
| ARSMCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 72.79 | |
| CARMS-ICategories (C)=10, Latent variables=20, Samples per gradient step=10, Number of runs=52021.10 | 72.79 | |
| ARSMCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 72.73 | |
| UNORDCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 72.59 | |
| CARMS-GCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 72.56 | |
| CARMS-GCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 72.45 | |
| LOORFCategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 72.43 | |
| UNORDCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 72.34 | |
| LOORFCategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 72.33 | |
| CARMS-ICategories (C)=5, Latent variables=40, Samples per gradient step=5, Number of runs=52021.10 | 72.32 | |
| CARMS-ICategories (C)=3, Latent variables=66, Samples per gradient step=3, Number of runs=52021.10 | 72.19 |