Abstractive Summarization on BIGPATENT 1341k samples (test)
53.63ROUGE-1PEGASUSLARGE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PEGASUSLARGEModel Size=Large, Pre-training Corpus=C42019.12 | 53.63 | 33.16 | 42.25 | |
| PEGASUSLARGEModel Size=Large, Pre-training Corpus=HugeNews2019.12 | 53.41 | 32.89 | 42.07 | |
| PEGASUSBASEModel Size=Base2019.12 | 43.55 | 20.43 | 31.8 | |
| TransformerBASEModel Size=Base2019.12 | 42.98 | 20.51 | 31.87 | |
| Previous SOTA2019.12 | 37.52 | 10.63 | 22.79 |