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Models/Transformer with RoBERTa

Transformer with RoBERTa

Reported on 8 benchmarks across 4 tasks · 1 paper

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

Knowledge Base4 results

  • Mathematical Question AnsweringonSVAMP
    Accuracy· uses extra data· 2021-03-12
    38.9
    best: 94.2 (GPT-4 DUP)
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191
  • Mathematical Question AnsweringonSVAMP
    Execution Accuracy· uses extra data· 2021-03-12
    38.9
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191
  • Mathematical ReasoningonSVAMP
    Accuracy· uses extra data· 2021-03-12
    38.9
    best: 94.2 (GPT-4 DUP)
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191
  • Mathematical ReasoningonSVAMP
    Execution Accuracy· uses extra data· 2021-03-12
    38.9
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191

Natural Language Processing2 results

  • Question AnsweringonSVAMP
    Accuracy· uses extra data· 2021-03-12
    38.9
    best: 94.2 (GPT-4 DUP)
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191
  • Question AnsweringonSVAMP
    Execution Accuracy· uses extra data· 2021-03-12
    38.9
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191

Reasoning2 results

  • Math Word Problem SolvingonSVAMP
    Accuracy· uses extra data· 2021-03-12
    38.9
    best: 94.2 (GPT-4 DUP)
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191
  • Math Word Problem SolvingonSVAMP
    Execution Accuracy· uses extra data· 2021-03-12
    38.9
    best: 93.9 (GPT-4 (Teaching-Inspired))
    Are NLP Models really able to Solve Simple Math Word Problems?arXiv:2103.07191