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Models/Lead-3

Lead-3

Reported on 9 benchmarks across 2 tasks · 2 papers · 4 SOTA

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

Knowledge Base6 results

  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2017-04-14
    17.7
    best: 24.02 (Pegasus)
    SOTA
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368
  • Text SummarizationonKlexikon
    ROUGE-1· 2022-01-18
    17.5
    best: 32 (Luhn's algorithm (25 sentences))
    Klexikon: A German Dataset for Joint Summarization and SimplificationarXiv:2201.07198
  • Text SummarizationonKlexikon
    ROUGE-2· 2022-01-18
    3.94
    best: 5.63 (Luhn's algorithm (25 sentences))
    Klexikon: A German Dataset for Joint Summarization and SimplificationarXiv:2201.07198
  • Text SummarizationonKlexikon
    ROUGE-L· 2022-01-18
    9.99
    best: 12.1 (Lead-k)
    Klexikon: A German Dataset for Joint Summarization and SimplificationarXiv:2201.07198
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2017-04-14
    40.34
    best: 48.18 (Scrambled code + broken (alter))
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2017-04-14
    36.57
    best: 45.35 (Scrambled code + broken (alter))
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368

Natural Language Processing3 results

  • Document SummarizationonCNN / Daily Mail
    ROUGE-1· 2017-04-14
    40.34
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368
  • Document SummarizationonCNN / Daily Mail
    ROUGE-2· 2017-04-14
    17.7
    best: 22.55 (PEGASUS + SummaReranker)
    SOTA
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368
  • Document SummarizationonCNN / Daily Mail
    ROUGE-L· 2017-04-14
    36.57
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    Get To The Point: Summarization with Pointer-Generator NetworksarXiv:1704.04368