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 | OpenMath-CodeLlama-70B (w/ code) | Accuracy (%) | 95.7 | — | Unverified |
| 2 | MsAT-DeductReasoner | Accuracy (%) | 94.3 | — | Unverified |
| 3 | ATHENA (roberta-large) | Accuracy (%) | 93 | — | Unverified |
| 4 | Exp-Tree | Accuracy (%) | 92.3 | — | Unverified |
| 5 | Multi-view | Accuracy (%) | 92.3 | — | Unverified |
| 6 | ATHENA (roberta-base) | Accuracy (%) | 92.2 | — | Unverified |
| 7 | Roberta-DeductReasoner | Accuracy (%) | 92 | — | Unverified |
| 8 | DeBERTa (PM + VM) | Accuracy (%) | 91 | — | Unverified |
| 9 | Graph2Tree with RoBERTa | Accuracy (%) | 88.7 | — | Unverified |
| 10 | EPT | Accuracy (%) | 88.7 | — | Unverified |