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Models/BART-IT

BART-IT

Reported on 26 benchmarks across 2 tasks

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

Knowledge Base13 results

  • Text SummarizationonWITS
    BERTScore
    79.28
    best: 80.73 (mT5)
  • Text SummarizationonWITS
    ROUGE-1
    42.32
  • Text SummarizationonWITS
    ROUGE-2
    28.83
  • Text SummarizationonWITS
    ROUGE-L
    38.84
  • Text SummarizationonAbstractive Text Summarization from Il Post
    BERTScore
    75.36
    best: 75.86 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-1
    37.31
    best: 38.91 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-2
    19.44
    best: 21.41 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-L
    30.41
    best: 32.08 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    # Parameters
    140
    best: 610 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    BERTScore
    73.24
    best: 73.4 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-1
    35.42
    best: 36.52 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-2
    15.88
    best: 17.52 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-L
    25.12
    best: 26.14 (mBART)

Natural Language Processing13 results

  • Abstractive Text SummarizationonWITS
    BERTScore
    79.28
    best: 80.73 (mT5)
  • Abstractive Text SummarizationonWITS
    ROUGE-1
    42.32
  • Abstractive Text SummarizationonWITS
    ROUGE-2
    28.83
  • Abstractive Text SummarizationonWITS
    ROUGE-L
    38.84
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    BERTScore
    75.36
    best: 75.86 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-1
    37.31
    best: 38.91 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-2
    19.44
    best: 21.41 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-L
    30.41
    best: 32.08 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    # Parameters
    140
    best: 610 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    BERTScore
    73.24
    best: 73.4 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-1
    35.42
    best: 36.52 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-2
    15.88
    best: 17.52 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-L
    25.12
    best: 26.14 (mBART)