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Models/T5-large

T5-large

Reported on 11 benchmarks across 5 tasks · 4 papers · 7 SOTA

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

Natural Language Processing8 results

  • Data-to-Text GenerationonWikiOFGraph
    BLEU· 2024-09-11
    69.27
    SOTA
    Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelarXiv:2409.07088
  • Data-to-Text GenerationonGenWiki
    BLEU· 2024-09-11
    45.85
    SOTA
    Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelarXiv:2409.07088
  • Question AnsweringonCICERO
    Exact Match· 2022-03-25
    77.68
    SOTA
    CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesarXiv:2203.13926
  • Data-to-Text GenerationonWebNLG Full
    BLEU· 2020-07-16
    59.7
    best: 62.27 (Control Prefixes (A1, A2, T5-large))
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426
  • Common Sense ReasoningonCICERO
    Accuracy· 2022-10-06
    25.66
    best: 27.54 (DIALECT)
    Multiview Contextual Commonsense Inference: A New Dataset and TaskarXiv:2210.02890
  • Common Sense ReasoningonCICEROv2
    Accuracy· 2022-10-06
    71.95
    best: 73.8 (DIALECT)
    Multiview Contextual Commonsense Inference: A New Dataset and TaskarXiv:2210.02890
  • Question AnsweringonCICERO
    ROUGE· 2022-03-25
    0.2946
    best: 0.298 (T5-large pre-trained on GLUCOSE)
    CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesarXiv:2203.13926
  • Natural Language InferenceonCICERO
    ROUGE· 2022-03-25
    0.2947
    best: 0.298 (T5-large pre-trained on GLUCOSE)
    CICERO: A Dataset for Contextualized Commonsense Inference in DialoguesarXiv:2203.13926

Adversarial3 results

  • Text GenerationonWikiOFGraph
    BLEU· 2024-09-11
    69.27
    SOTA
    Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelarXiv:2409.07088
  • Text GenerationonGenWiki
    BLEU· 2024-09-11
    45.85
    SOTA
    Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelarXiv:2409.07088
  • Text GenerationonWebNLG Full
    BLEU· 2020-07-16
    59.7
    best: 62.27 (Control Prefixes (A1, A2, T5-large))
    SOTA
    Investigating Pretrained Language Models for Graph-to-Text GenerationarXiv:2007.08426