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Models/MuggleMATH 7B

MuggleMATH 7B

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Reasoning4 results

  • Math Word Problem SolvingonMATH
    Accuracy· uses extra data· 2023-10-09
    25.8
    best: 89.7 (Gemini 2.0 Flash Experimental)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Math Word Problem SolvingonMATH
    Parameters (Billions)· uses extra data· 2023-10-09
    7
    best: 540 (Minerva 540B)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Arithmetic ReasoningonGSM8K
    Accuracy· uses extra data· 2023-10-09
    69.8
    best: 97.72 (Claude 3.5 Sonnet (HPT))
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Arithmetic ReasoningonGSM8K
    Parameters (Billion)· uses extra data· 2023-10-09
    7
    best: 540 (PaLM 540B (Self Improvement, Self Consistency))
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506

Knowledge Base4 results

  • Mathematical Question AnsweringonMATH
    Accuracy· uses extra data· 2023-10-09
    25.8
    best: 89.7 (Gemini 2.0 Flash Experimental)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Mathematical Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2023-10-09
    7
    best: 540 (Minerva 540B)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Mathematical ReasoningonMATH
    Accuracy· uses extra data· 2023-10-09
    25.8
    best: 89.7 (Gemini 2.0 Flash Experimental)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Mathematical ReasoningonMATH
    Parameters (Billions)· uses extra data· 2023-10-09
    7
    best: 540 (Minerva 540B)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506

Natural Language Processing2 results

  • Question AnsweringonMATH
    Accuracy· uses extra data· 2023-10-09
    25.8
    best: 89.7 (Gemini 2.0 Flash Experimental)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506
  • Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2023-10-09
    7
    best: 540 (Minerva 540B)
    MuggleMath: Assessing the Impact of Query and Response Augmentation on Math ReasoningarXiv:2310.05506