Metric: ROUGE-1 (higher is better)
| # | Model↕ | ROUGE-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HipoRank | 43.58 | No | Discourse-Aware Unsupervised Summarization of Lo... | 2020-05-01 | Code |
| 2 | FAR | 41.98 | No | - | - | - |
| 3 | PacSum | 39.79 | No | Discourse-Aware Unsupervised Summarization of Lo... | 2020-05-01 | Code |
| 4 | LexRank | 39.19 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |
| 5 | TextRank | 38.66 | No | - | - | - |
| 6 | MMR | 37.65 | No | - | - | - |
| 7 | SumBasic | 37.15 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |
| 8 | Lead | 35.63 | No | - | - | - |
| 9 | LSA | 33.89 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |