Metric: BLEU (higher is better)
| # | Model↕ | BLEU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Hierarchical Transformer Encoder + conditional copy | 17.5 | No | A Hierarchical Model for Data-to-Text Generation | 2019-12-20 | Code |
| 2 | Neural Content Planning + conditional copy | 16.5 | No | Data-to-Text Generation with Content Selection a... | 2018-09-03 | Code |
| 3 | Force-Copy | 15.8 | No | May the Force Be with Your Copy Mechanism: Enhan... | 2021-12-20 | - |
| 4 | Encoder-decoder + conditional copy | 14.49 | No | Challenges in Data-to-Document Generation | 2017-07-25 | Code |