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Models/MatchSum

MatchSum

Reported on 12 benchmarks across 2 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base9 results

  • Text SummarizationonReddit TIFU
    ROUGE-1· 2020-04-19
    25.09
    best: 32.03 (PEGASUS 2B + SLiC)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonReddit TIFU
    ROUGE-2· 2020-04-19
    6.17
    best: 11.25 (MUPPET BART Large)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonReddit TIFU
    ROUGE-L· 2020-04-19
    20.13
    best: 25.51 (PEGASUS 2B + SLiC)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonBBC XSum
    ROUGE-1· 2020-04-19
    24.86
    best: 47.12 (BigBird-Pegasus)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonBBC XSum
    ROUGE-2· 2020-04-19
    4.66
    best: 24.05 (BigBird-Pegasus)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonBBC XSum
    ROUGE-L· 2020-04-19
    18.41
    best: 38.8 (BigBird-Pegasus)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2020-04-19
    44.41
    best: 48.18 (Scrambled code + broken (alter))
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2020-04-19
    20.86
    best: 24.02 (Pegasus)
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2020-04-19
    40.55
    best: 45.35 (Scrambled code + broken (alter))
    Extractive Summarization as Text MatchingarXiv:2004.08795

Natural Language Processing3 results

  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2020-04-19
    44.41
    best: 44.68 (HAHSum)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2020-04-19
    20.86
    best: 21.3 (HAHSum)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795
  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2020-04-19
    40.55
    best: 40.75 (HAHSum)
    SOTA
    Extractive Summarization as Text MatchingarXiv:2004.08795