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.
Papers
Showing 1–10 of 107 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ATHENA (roberta-large) | Execution Accuracy | 91 | — | Unverified |
| 2 | MMOS-DeepSeekMath-7B(0-shot) | Execution Accuracy | 87.6 | — | Unverified |
| 3 | ATHENA (roberta-base) | Execution Accuracy | 86.4 | — | Unverified |
| 4 | MMOS-CODE-34B(0-shot) | Execution Accuracy | 85.1 | — | Unverified |
| 5 | OpenMath-CodeLlama-70B (w/ code) | Execution Accuracy | 84.7 | — | Unverified |
| 6 | Graph2Tree with RoBERTa | Execution Accuracy | 82.2 | — | Unverified |
| 7 | GTS with RoBERTa | Execution Accuracy | 81.2 | — | Unverified |
| 8 | MMOS-CODE-7B(0-shot) | Execution Accuracy | 78.6 | — | Unverified |
| 9 | LSTM Seq2Seq with RoBERTa | Execution Accuracy | 76.9 | — | Unverified |