PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization

Benchmark Model Rank Results
text-summarization-on-x-sumPEGASUSLARGE#5ROUGE-1: 47.21ROUGE-2: 24.56
text-summarization-on-arxivPEGASUS#12ROUGE-1: 44.67
text-summarization-on-gigawordPEGASUS#12ROUGE-1: 39.12ROUGE-2: 19.86ROUGE-L: 36.24
text-summarization-on-pubmedPEGASUS#15ROUGE-1: 45.09
abstractive-text-summarization-on-cnn-daily-mailPEGASUS#17ROUGE-1: 44.17ROUGE-2: 21.47ROUGE-L: 41.11