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MATH

TextsMITIntroduced 2021-03-05

MATH is a new dataset of 12,500 challenging competition mathematics problems. Each problem in MATH has a full step-by-step solution which can be used to teach models to generate answer derivations and explanations.

Source: Hendrycks et al.

Image source: Hendrycks et al.

Benchmarks

Math Word Problem Solving/Accuracy Math Word Problem Solving/Parameters (Billions)Mathematical Question Answering/Accuracy Mathematical Question Answering/Parameters (Billions)Mathematical Reasoning/Accuracy Mathematical Reasoning/Parameters (Billions)Question Answering/Accuracy Question Answering/Parameters (Billions)

Related Benchmarks

MATH minival/Math Word Problem Solving/Accuracy MATH minival/Mathematical Question Answering/Accuracy MATH minival/Mathematical Reasoning/Accuracy MATH minival/Question Answering/Accuracy MATH-V/Multimodal Reasoning/Accuracy MATH500/Mathematical Reasoning/Acc Math23K/Math Word Problem Solving/Accuracy (5-fold)Math23K/Math Word Problem Solving/Accuracy (training-test)Math23K/Math Word Problem Solving/weakly-supervised Math23K/Mathematical Question Answering/Accuracy (5-fold)Math23K/Mathematical Question Answering/Accuracy (training-test)Math23K/Mathematical Question Answering/weakly-supervised Math23K/Mathematical Reasoning/Accuracy (5-fold)Math23K/Mathematical Reasoning/Accuracy (training-test)Math23K/Mathematical Reasoning/weakly-supervised Math23K/Question Answering/Accuracy (5-fold)Math23K/Question Answering/Accuracy (training-test)Math23K/Question Answering/weakly-supervised MathMC/Arithmetic Reasoning/Accuracy MathQA/Math Word Problem Solving/Answer Accuracy MathQA/Mathematical Question Answering/Answer Accuracy MathQA/Mathematical Reasoning/Answer Accuracy MathQA/Question Answering/Answer Accuracy MathToF/Arithmetic Reasoning/Accuracy Mathematics Dataset/Question Answering/Accuracy

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Papers: 1,330
Benchmarks: 8

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Tasks

Math Word Problem Solving Mathematical Question Answering Mathematical Reasoning Question Answering