Generative Modeling on Omniglot (train)
-108.62Log LikelihoodCARMS-G
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CARMS-GNetwork Architecture=Nonlinear, Categories=102021.10 | -108.62 | — | |
| CARMS-INetwork Architecture=Nonlinear, Categories=102021.10 | -108.66 | — | |
| LOORFNetwork Architecture=Nonlinear, Categories=102021.10 | -108.98 | — | |
| CARMS-INetwork Architecture=Nonlinear, Categories=52021.10 | -109.14 | — | |
| CARMS-GNetwork Architecture=Nonlinear, Categories=52021.10 | -109.35 | — | |
| LOORFNetwork Architecture=Nonlinear, Categories=52021.10 | -109.39 | — | |
| UNORDNetwork Architecture=Nonlinear, Categories=102021.10 | -109.54 | — | |
| UNORDNetwork Architecture=Nonlinear, Categories=52021.10 | -109.55 | — | |
| CARMS-GNetwork Architecture=Nonlinear, Categories=32021.10 | -110.16 | — | |
| CARMS-INetwork Architecture=Nonlinear, Categories=32021.10 | -110.19 | — | |
| UNORDNetwork Architecture=Nonlinear, Categories=32021.10 | -110.31 | — | |
| LOORFNetwork Architecture=Nonlinear, Categories=32021.10 | -110.33 | — | |
| CARMS-GNetwork Architecture=Linear, Categories=52021.10 | -113.93 | — | |
| UNORDNetwork Architecture=Linear, Categories=52021.10 | -114 | — | |
| CARMS-INetwork Architecture=Linear, Categories=52021.10 | -114.01 | — | |
| LOORFNetwork Architecture=Linear, Categories=52021.10 | -114.01 | — | |
| CARMS-INetwork Architecture=Linear, Categories=32021.10 | -114.53 | — | |
| CARMS-GNetwork Architecture=Linear, Categories=32021.10 | -114.73 | — | |
| UNORDNetwork Architecture=Linear, Categories=32021.10 | -114.77 | — | |
| LOORFNetwork Architecture=Linear, Categories=32021.10 | -114.9 | — | |
| CARMS-INetwork Architecture=Linear, Categories=102021.10 | -114.97 | — | |
| CARMS-GNetwork Architecture=Linear, Categories=102021.10 | -114.99 | — | |
| ARSMNetwork Architecture=Nonlinear, Categories=52021.10 | -115.07 | — | |
| ARSMNetwork Architecture=Nonlinear, Categories=102021.10 | -115.11 | — | |
| ARSMNetwork Architecture=Nonlinear, Categories=32021.10 | -115.13 | — | |
| LOORFNetwork Architecture=Linear, Categories=102021.10 | -115.17 | — | |
| UNORDNetwork Architecture=Linear, Categories=102021.10 | -115.55 | — | |
| ARSMNetwork Architecture=Linear, Categories=52021.10 | -115.72 | — | |
| ARSMNetwork Architecture=Linear, Categories=32021.10 | -116.34 | — | |
| ARSMNetwork Architecture=Linear, Categories=102021.10 | -117.48 | — | |
| ARMSK=3, Architecture=2x200 VAE2023.04 | — | 115.32 | |
| DisARMK=2, Architecture=2x200 VAE2023.04 | — | 116.5 | |
| Double CVK=3, Architecture=2x200 VAE2023.04 | — | 115.06 | |
| Double CVK=2, Architecture=2x200 VAE2023.04 | — | 116.39 | |
| ReinMaxK=3, Architecture=2x200 VAE2023.04 | — | 107.51 | |
| ReinMaxK=2, Architecture=2x200 VAE2023.04 | — | 107.79 | |
| RELAXK=3, Architecture=2x200 VAE2023.04 | — | 115.7 | |
| RODEOK=3, Architecture=2x200 VAE2023.04 | — | 115.01 | |
| RODEOK=2, Architecture=2x200 VAE2023.04 | — | 115.93 |