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Math Word Problem Solving

A math word problem is a mathematical exercise (such as in a textbook, worksheet, or exam) where significant background information on the problem is presented in ordinary language rather than in mathematical notation. As most word problems involve a narrative of some sort, they are sometimes referred to as story problems and may vary in the amount of technical language used.

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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ELASTIC (RoBERTa-large)Answer Accuracy83Unverified
2Exp-TreeAnswer Accuracy81.5Unverified
3Multi-viewAnswer Accuracy80.6Unverified
4Roberta-DeductReasonerAnswer Accuracy78.6Unverified
5MWP-BERTAnswer Accuracy76.6Unverified