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Models/IT5-base

IT5-base

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
    77.14
    best: 80.73 (mT5)
  • Text SummarizationonWITS
    ROUGE-1
    37.98
    best: 42.32 (BART-IT)
  • Text SummarizationonWITS
    ROUGE-2
    24.32
    best: 28.83 (BART-IT)
  • Text SummarizationonWITS
    ROUGE-L
    34.94
    best: 38.84 (BART-IT)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    BERTScore
    71.06
    best: 75.86 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-1
    32.88
    best: 38.91 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-2
    15.53
    best: 21.41 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-L
    26.7
    best: 32.08 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    # Parameters
    220
    best: 610 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    BERTScore
    70.3
    best: 73.4 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-1
    33.99
    best: 36.52 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-2
    15.59
    best: 17.52 (mBART)
  • Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-L
    24.91
    best: 26.14 (mBART)

Natural Language Processing13 results

  • Abstractive Text SummarizationonWITS
    BERTScore
    77.14
    best: 80.73 (mT5)
  • Abstractive Text SummarizationonWITS
    ROUGE-1
    37.98
    best: 42.32 (BART-IT)
  • Abstractive Text SummarizationonWITS
    ROUGE-2
    24.32
    best: 28.83 (BART-IT)
  • Abstractive Text SummarizationonWITS
    ROUGE-L
    34.94
    best: 38.84 (BART-IT)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    BERTScore
    71.06
    best: 75.86 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-1
    32.88
    best: 38.91 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-2
    15.53
    best: 21.41 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Il Post
    ROUGE-L
    26.7
    best: 32.08 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    # Parameters
    220
    best: 610 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    BERTScore
    70.3
    best: 73.4 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-1
    33.99
    best: 36.52 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-2
    15.59
    best: 17.52 (mBART)
  • Abstractive Text SummarizationonAbstractive Text Summarization from Fanpage
    ROUGE-L
    24.91
    best: 26.14 (mBART)