Extractive Summarization as Text Matching

Benchmark Model Rank Results
document-summarization-on-cnn-daily-mailMatchSum (RoBERTa-base)#5ROUGE-1: 44.41ROUGE-2: 20.86ROUGE-L: 40.55
document-summarization-on-cnn-daily-mailMatchSum (BERT-base)#6ROUGE-1: 44.22ROUGE-2: 20.62ROUGE-L: 40.38
extractive-document-summarization-on-cnnMatchSum#1ROUGE-1: 44.41ROUGE-2: 20.86ROUGE-L: 40.55
text-summarization-on-pubmed-1MatchSum (BERT-base)#22ROUGE-1: 41.21ROUGE-2: 14.91ROUGE-L: 36.75
text-summarization-on-reddit-tifuMatchSum#4ROUGE-1: 25.09ROUGE-2: 6.17ROUGE-L: 20.13