Metric: ROUGE-1 (higher is better)
| # | Model↕ | ROUGE-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EXT-ORACLE | 44.17 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 2 | BART-large (s=abs+title, t=TLDR) | 42.02 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 3 | BART-large (s=abs+disci, t=TLDR) | 42.01 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 4 | BART-large (s=abs, t= TLDR/Title/Disci) | 41.89 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 5 | BART-large (s=abs, t=TLDR) | 41.86 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 6 | BART-large (s=abs, t=TLDR/title) | 41.85 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 7 | PEGASUS (s=abs, t=TLDR) | 41.56 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 8 | EXT-HEURISTIC | 29.32 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |
| 9 | EXT-LEAD | 21.94 | No | CiteSum: Citation Text-guided Scientific Extreme... | 2022-05-12 | Code |