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Models/BART_large

BART_large

Reported on 27 benchmarks across 3 tasks · 1 paper

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
    43.97
    best: 53.67 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    38.61
    best: 42.26 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    66.53
    best: 72.25 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    54.72
    best: 59.7 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    42.23
    best: 44.18 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    72.29
    best: 75.4 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    63.45
    best: 64.71 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.49
    best: 45.85 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Data-to-Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    77.57
    best: 78.29 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    BLEU· 2020-07-16
    43.97
    best: 53.67 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    38.61
    best: 42.26 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    66.53
    best: 72.25 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    54.72
    best: 59.7 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    42.23
    best: 44.18 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    72.29
    best: 75.4 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    63.45
    best: 64.71 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.49
    best: 45.85 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • KG-to-Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    77.57
    best: 78.29 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426

Adversarial9 results

  • Text GenerationonWebNLG (Unseen)
    BLEU· 2020-07-16
    43.97
    best: 53.67 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Unseen)
    METEOR· 2020-07-16
    38.61
    best: 42.26 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Unseen)
    chrF++· 2020-07-16
    66.53
    best: 72.25 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    BLEU· 2020-07-16
    54.72
    best: 59.7 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    METEOR· 2020-07-16
    42.23
    best: 44.18 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (All)
    chrF++· 2020-07-16
    72.29
    best: 75.4 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    BLEU· 2020-07-16
    63.45
    best: 65.4 (HTLM (fine-tuning))
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    METEOR· 2020-07-16
    45.49
    best: 45.85 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Text GenerationonWebNLG (Seen)
    chrF++· 2020-07-16
    77.57
    best: 78.29 (T5_large)
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426