Abstractive Summarization on Gigaword 3995k samples (test)
39.14ROUGE-1Previous SOTA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Previous SOTA2019.12 | 39.14 | 19.92 | 36.57 | |
| PEGASUSLARGEModel Size=Large, Pre-training Corpus=HugeNews2019.12 | 39.12 | 19.86 | 36.24 | |
| PEGASUSLARGEModel Size=Large, Pre-training Corpus=C42019.12 | 38.75 | 19.96 | 36.14 | |
| PEGASUSBASEModel Size=Base2019.12 | 36.91 | 17.66 | 34.08 | |
| TransformerBASEModel Size=Base2019.12 | 35.7 | 16.75 | 32.83 |