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Models/T5_large

T5_large

Reported on 27 benchmarks across 3 tasks · 1 paper · 27 SOTA

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

Natural Language Processing18 results

  • Data-to-Text GenerationonWebNLG (Unseen)
    BLEU· 2020-07-16
    53.67
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    42.26
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    72.25
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    59.7
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    44.18
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    75.4
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    64.71
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.85
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    78.29
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    BLEU· 2020-07-16
    53.67
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    42.26
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    72.25
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    59.7
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    44.18
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    75.4
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    64.71
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.85
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    78.29
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426

Adversarial9 results

  • Text GenerationonWebNLG (Unseen)
    BLEU· 2020-07-16
    53.67
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    42.26
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    72.25
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    59.7
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    44.18
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    75.4
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    64.71
    best: 65.4 (HTLM (fine-tuning))
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.85
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    78.29
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426