Summarization on arXiv Summarization Dataset
Metric: ROUGE-2 (higher is better)
Metric: ROUGE-2 (higher is better)
| # | Model↕ | ROUGE-2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FAR | 13.75 | Yes | - | - | - |
| 2 | HipoRank | 12.56 | Yes | Discourse-Aware Unsupervised Summarization of Lo... | 2020-05-01 | Code |
| 3 | PacSum | 12.19 | No | - | - | - |
| 4 | PacSum | 10.93 | No | Discourse-Aware Unsupervised Summarization of Lo... | 2020-05-01 | Code |
| 5 | LexRank | 10.73 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |
| 6 | TextRank | 10.57 | No | - | - | - |
| 7 | Lead | 8.94 | No | - | - | - |
| 8 | LSA | 7.42 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |
| 9 | SumBasic | 6.95 | No | A Discourse-Aware Attention Model for Abstractiv... | 2018-04-16 | Code |
| 10 | MMR | 6.14 | No | - | - | - |