Table 4:
Results on EgCLEVER. 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 | 58.1 | 57.0 | 55.5 | 40.8 | 40.3 | 39.1 | 52.5 | 51.5 | 50.2 | 59.8 | 60.2 | 57.8 |
| RandSent | 37.2 | 57.7 | 44.3 | 17.0 | 26.9 | 20.4 | 28.7 | 44.9 | 34.2 | 33.9 | 34.3 | 32.5 |
| LexRank | 40.2 | 58.7 | 46.6 | 18.0 | 27.2 | 21.2 | 30.8 | 45.5 | 35.8 | 33.4 | 36.5 | 33.1 |
| FactExt | 49.1 | 49.7 | 48.3 | 25.3 | 25.9 | 25.0 | 47.4 | 47.9 | 46.6 | 35.1 | 50.6 | 40.4 |
| Bart | 76.1 | 72.4 | 73.3 | 63.5 | 60.5 | 61.2 | 73.0 | 69.5 | 70.4 | 85.8 | 73.4 | 78.3 |