Table 3:
Results on EgMimic. ROUGE-1/2/L represent the ROUGE-F1 scores. FC represents Factual Consistency using the approximate matching.
| ROUGE-1 |
ROUGE-2 |
ROUGE-L |
FC |
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P | R | F1 | P | R | F1 | P | R | F1 | P | R | F1 | |
| Tf-idf | 47.7 | 47.2 | 44.9 | 27.4 | 27.1 | 25.9 | 39.2 | 38.7 | 36.9 | 40.2 | 41.0 | 38.8 |
| RandSent | 58.3 | 49.2 | 51.4 | 34.0 | 29.7 | 30.5 | 47.9 | 41.0 | 42.6 | 49.6 | 45.8 | 45.9 |
| LexRank | 60.5 | 51.5 | 53.8 | 37.0 | 32.3 | 33.3 | 49.9 | 43.1 | 44.7 | 53.6 | 47.5 | 48.3 |
| FactExt | 69.1 | 51.7 | 57.4 | 40.0 | 30.0 | 33.2 | 63.8 | 47.6 | 52.9 | 48.8 | 66.0 | 54.9 |
| Bart | 65.5 | 67.4 | 69.5 | 55.5 | 57.2 | 55.5 | 65.5 | 67.4 | 65.5 | 72.0 | 66.4 | 67.9 |