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Models/BART-LS

BART-LS

Reported on 9 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Knowledge Base5 results

  • Text SummarizationonGovReport
    ROUGE-1· 2022-09-21
    62
    SOTA
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Text SummarizationonQMSum
    ROUGE-1· 2022-09-21
    37.9
    SOTA
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Text SummarizationonBookSum
    ROUGE· 2022-09-21
    38.5
    best: 42.13 (Echoes-Extractive-Abstractive)
    SOTA
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Text SummarizationonArxiv HEP-TH citation graph
    ROUGE-1· 2022-09-21
    50.2
    best: 50.95 (Top Down Transformer (AdaPool) (464M))
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Text SummarizationonPubmed
    ROUGE-1· 2022-09-21
    50.3
    best: 51.05 (Top Down Transformer (AdaPool) (464M))
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052

Medical4 results

  • Language ModellingonSCROLLS
    Avg.· 2022-09-21
    39.76
    best: 43.51 (CoLT5 XL)
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Language ModellingonSCROLLS
    CNLI· 2022-09-21
    87.1
    best: 88.7 (UL2 20B)
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Language ModellingonSCROLLS
    Nrtv· 2022-09-21
    26.2
    best: 31.1 (CoLT5 XL)
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052
  • Language ModellingonSCROLLS
    Qspr· 2022-09-21
    48.7
    best: 53.9 (CoLT5 XL)
    Adapting Pretrained Text-to-Text Models for Long Text SequencesarXiv:2209.10052