Language Modeling on PTB (train)
95.9PerplexityHMM
Evaluation results
| Method | Links | |
|---|---|---|
| HMMNumber of states (L)=2^142022.01 | 95.9 | |
| LHMM+bandNumber of states (L)=2^14, State-to-rank ratio (L:N)=162022.01 | 96.9 | |
| LHMMNumber of states (L)=2^14, State-to-rank ratio (L:N)=82022.01 | 97.5 | |
| LHMM+bandNumber of states (L)=2^14, State-to-rank ratio (L:N)=82022.01 | 101.1 | |
| LHMMNumber of states (L)=2^14, State-to-rank ratio (L:N)=322022.01 | 108.4 | |
| LHMMNumber of states (L)=2^14, State-to-rank ratio (L:N)=162022.01 | 110.6 | |
| LHMM+bandNumber of states (L)=2^14, State-to-rank ratio (L:N)=322022.01 | 110.7 |