Metric: BLEU (higher is better)
| # | Model↕ | BLEU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BART-large+ STA | 25.66 | Yes | Investigating Pretrained Language Models for Gra... | 2020-07-16 | Code |
| 2 | BART-large | 23.65 | No | Investigating Pretrained Language Models for Gra... | 2020-07-16 | Code |
| 3 | Writer-Reviewer | 19.6 | No | How to Train Your Agent to Read and Write | 2021-01-04 | Code |
| 4 | CGE-LW | 18.01 | No | Modeling Global and Local Node Contexts for Text... | 2020-01-29 | Code |
| 5 | Graformer | 17.8 | No | Modeling Graph Structure via Relative Position f... | 2020-06-16 | - |
| 6 | GraphWriter | 14.3 | No | Text Generation from Knowledge Graphs with Graph... | 2019-04-04 | Code |