TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Recall and Learn

Recall and Learn

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 AnsweringonMath23K
    Accuracy (5-fold)· 2021-09-27
    80.8
    best: 94.3 (GPT-4 (Teaching-Inspired))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112
  • Mathematical Question AnsweringonMath23K
    Accuracy (training-test)· 2021-09-27
    82.3
    best: 87.1 (Multi-view* (ours))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112
  • Mathematical ReasoningonMath23K
    Accuracy (5-fold)· 2021-09-27
    80.8
    best: 94.3 (GPT-4 (Teaching-Inspired))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112
  • Mathematical ReasoningonMath23K
    Accuracy (training-test)· 2021-09-27
    82.3
    best: 87.1 (Multi-view* (ours))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112

Natural Language Processing2 results

  • Question AnsweringonMath23K
    Accuracy (5-fold)· 2021-09-27
    80.8
    best: 94.3 (GPT-4 (Teaching-Inspired))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112
  • Question AnsweringonMath23K
    Accuracy (training-test)· 2021-09-27
    82.3
    best: 87.1 (Multi-view* (ours))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112

Reasoning2 results

  • Math Word Problem SolvingonMath23K
    Accuracy (5-fold)· 2021-09-27
    80.8
    best: 94.3 (GPT-4 (Teaching-Inspired))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112
  • Math Word Problem SolvingonMath23K
    Accuracy (training-test)· 2021-09-27
    82.3
    best: 87.1 (Multi-view* (ours))
    Recall and Learn: A Memory-augmented Solver for Math Word ProblemsarXiv:2109.13112