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Models/ToRA-Code 7B (w/ code)

ToRA-Code 7B (w/ code)

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 AnsweringonMATH
    Accuracy· uses extra data· 2023-09-29
    44.6
    best: 89.7 (Gemini 2.0 Flash Experimental)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452
  • Mathematical Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2023-09-29
    7
    best: 540 (Minerva 540B)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452
  • Mathematical ReasoningonMATH
    Accuracy· uses extra data· 2023-09-29
    44.6
    best: 89.7 (Gemini 2.0 Flash Experimental)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452
  • Mathematical ReasoningonMATH
    Parameters (Billions)· uses extra data· 2023-09-29
    7
    best: 540 (Minerva 540B)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452

Natural Language Processing2 results

  • Question AnsweringonMATH
    Accuracy· uses extra data· 2023-09-29
    44.6
    best: 89.7 (Gemini 2.0 Flash Experimental)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452
  • Question AnsweringonMATH
    Parameters (Billions)· uses extra data· 2023-09-29
    7
    best: 540 (Minerva 540B)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452

Reasoning2 results

  • Math Word Problem SolvingonMATH
    Accuracy· uses extra data· 2023-09-29
    44.6
    best: 89.7 (Gemini 2.0 Flash Experimental)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452
  • Math Word Problem SolvingonMATH
    Parameters (Billions)· uses extra data· 2023-09-29
    7
    best: 540 (Minerva 540B)
    ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingarXiv:2309.17452