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Models/BERT-ITPT-FiT

BERT-ITPT-FiT

Reported on 10 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Natural Language Processing5 results

  • Text ClassificationonSogou News
    Accuracy· 2019-05-14
    98.07
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • Text ClassificationonAG News
    Error· 2019-05-14
    4.8
    best: 4.45 (XLNet)
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • Text ClassificationonYahoo! Answers
    Accuracy· 2019-05-14
    77.62
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • Text ClassificationonTREC-6
    Error· 2019-05-14
    3.2
    best: 0.4 (Automatic Label Error Correction)
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • Text ClassificationonDBpedia
    Error· 2019-05-14
    0.68
    best: 0.62 (XLNet)
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583

Methodology5 results

  • ClassificationonSogou News
    Accuracy· 2019-05-14
    98.07
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • ClassificationonAG News
    Error· 2019-05-14
    4.8
    best: 4.45 (XLNet)
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • ClassificationonYahoo! Answers
    Accuracy· 2019-05-14
    77.62
    SOTA
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • ClassificationonTREC-6
    Error· 2019-05-14
    3.2
    best: 0.4 (Automatic Label Error Correction)
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583
  • ClassificationonDBpedia
    Error· 2019-05-14
    0.68
    best: 0.62 (XLNet)
    How to Fine-Tune BERT for Text Classification?arXiv:1905.05583