| Benchmark | Model | Rank | Results |
|---|---|---|---|
| language-modelling-on-penn-treebank-word-level | DEQ-TrellisNet | #28 | Test perplexity: 57.1Params: 24M |
| language-modelling-on-wikitext-103 | DEQ-Transformer (medium, adaptive embed) | #53 | Test perplexity: 23.2Number of params: 110M |
| language-modelling-on-wikitext-103 | DEQ-TrellisNet | #68 | Test perplexity: 29.0Number of params: 180M |
| language-modelling-on-wikitext-103 | DEQ-Transformer (small) | #72 | Test perplexity: 32.4Number of params: 138M |