| Benchmark | Model | Rank | Results |
|---|---|---|---|
| language-modelling-on-penn-treebank-word | Inan et al. (2016) - Variational RHN | #33 | Test perplexity: 66.0Validation perplexity: 68.1 |
| language-modelling-on-wikitext-2 | Inan et al. (2016) - Variational LSTM (tied) (h=650) + augmented loss | #34 | Test perplexity: 87.0Validation perplexity: 91.5 |
| language-modelling-on-wikitext-2 | Inan et al. (2016) - Variational LSTM (tied) (h=650) | #35 | Test perplexity: 87.7Validation perplexity: 92.3 |