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Models/FactorSum

FactorSum

Reported on 9 benchmarks across 1 task · 1 paper · 3 SOTA

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

Knowledge Base9 results

  • Text SummarizationonGovReport
    ROUGE-1· 2022-05-25
    60.1
    best: 62 (BART-LS)
    SOTA
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonGovReport
    ROUGE-2· 2022-05-25
    25.28
    SOTA
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonGovReport
    ROUGE-L· 2022-05-25
    56.65
    SOTA
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-1· 2022-05-25
    49.32
    best: 50.95 (Top Down Transformer (AdaPool) (464M))
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-2· 2022-05-25
    20.27
    best: 21.93 (Top Down Transformer (AdaPool) (464M))
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-L· 2022-05-25
    44.76
    best: 45.61 (Top Down Transformer (AdaPool) (464M))
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonPubmed
    ROUGE-1· 2022-05-25
    47.5
    best: 51.05 (Top Down Transformer (AdaPool) (464M))
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonPubmed
    ROUGE-2· 2022-05-25
    20.33
    best: 24.76 (LongT5)
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486
  • Text SummarizationonPubmed
    ROUGE-L· 2022-05-25
    43.76
    best: 46.67 (LongT5)
    Factorizing Content and Budget Decisions in Abstractive Summarization of Long DocumentsarXiv:2205.12486