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Models/SAU-Solver

SAU-Solver

Reported on 8 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Knowledge Base4 results

  • Mathematical Question AnsweringonMath23K
    Accuracy (5-fold)· 2020-10-14
    74.84
    best: 94.3 (GPT-4 (Teaching-Inspired))
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823
  • Mathematical Question AnsweringonALG514
    Accuracy (%)· 2020-10-14
    57.39
    best: 83 (MixedSP)
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823
  • Mathematical ReasoningonMath23K
    Accuracy (5-fold)· 2020-10-14
    74.84
    best: 94.3 (GPT-4 (Teaching-Inspired))
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823
  • Mathematical ReasoningonALG514
    Accuracy (%)· 2020-10-14
    57.39
    best: 83 (MixedSP)
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823

Natural Language Processing2 results

  • Question AnsweringonMath23K
    Accuracy (5-fold)· 2020-10-14
    74.84
    best: 94.3 (GPT-4 (Teaching-Inspired))
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823
  • Question AnsweringonALG514
    Accuracy (%)· 2020-10-14
    57.39
    best: 83 (MixedSP)
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823

Reasoning2 results

  • Math Word Problem SolvingonMath23K
    Accuracy (5-fold)· 2020-10-14
    74.84
    best: 94.3 (GPT-4 (Teaching-Inspired))
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823
  • Math Word Problem SolvingonALG514
    Accuracy (%)· 2020-10-14
    57.39
    best: 83 (MixedSP)
    SOTA
    Semantically-Aligned Universal Tree-Structured Solver for Math Word ProblemsarXiv:2010.06823