TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/T5base

T5base

Reported on 20 benchmarks across 2 tasks · 1 paper

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

Knowledge Base10 results

  • Text SummarizationonEmailSum (short)
    BertS· 2021-07-30
    33.9
    best: 33.91 (SemiSuptogether)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (short)
    RLsum· 2021-07-30
    32.76
    best: 35.61 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (short)
    ROUGE-1· 2021-07-30
    36.57
    best: 39.04 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (short)
    ROUGE-2· 2021-07-30
    10.56
    best: 12.47 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (short)
    ROUGE-L· 2021-07-30
    28.3
    best: 30.17 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (long)
    BertS· 2021-07-30
    32.09
    best: 32.3 (SemiSuptogether)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (long)
    RLsum· 2021-07-30
    39.88
    best: 42.14 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (long)
    ROUGE-1· 2021-07-30
    43.81
    best: 45.98 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (long)
    ROUGE-2· 2021-07-30
    14.08
    best: 15.49 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Text SummarizationonEmailSum (long)
    ROUGE-L· 2021-07-30
    30.47
    best: 32.4 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691

Natural Language Processing10 results

  • Document SummarizationonEmailSum (short)
    BertS· 2021-07-30
    33.9
    best: 33.91 (SemiSuptogether)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (short)
    RLsum· 2021-07-30
    32.76
    best: 35.61 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (short)
    ROUGE-1· 2021-07-30
    36.57
    best: 39.04 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (short)
    ROUGE-2· 2021-07-30
    10.56
    best: 12.47 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (short)
    ROUGE-L· 2021-07-30
    28.3
    best: 30.17 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (long)
    BertS· 2021-07-30
    32.09
    best: 32.3 (SemiSuptogether)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (long)
    RLsum· 2021-07-30
    39.88
    best: 42.14 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (long)
    ROUGE-1· 2021-07-30
    43.81
    best: 45.98 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (long)
    ROUGE-2· 2021-07-30
    14.08
    best: 15.49 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691
  • Document SummarizationonEmailSum (long)
    ROUGE-L· 2021-07-30
    30.47
    best: 32.4 (Oracle)
    EmailSum: Abstractive Email Thread SummarizationarXiv:2107.14691