Datasets › MathQA
MathQA
MathQA significantly enhances the AQuA dataset with fully-specified operational programs.
Source: MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Math Word Problem Solving | MathQA | ELASTIC (RoBERTa-large) Answer Accuracy 83.00 | ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler | neurasearch/neurips-2022-submission-3358 | 5 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 159. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| An Expression Tree Decoding Strategy for Mathematical Equation Generation | 1 | 1 | 14 Oct 2023 | not harvested |
| Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem | 1 | 1 | 21 Oct 2022 | ran 1 of 13 samples (12 unverified) |
| ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler | 1 | 1 | 18 Oct 2022 | ran 1 of 2 samples (1 unverified) |
| Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction | 1 | 1 | 19 Mar 2022 | ran 2 of 3 samples (1 unverified; 3 pointer-only for licence) |
| MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving | 1 | 1 | 28 Jul 2021 | ran 2 of 4 samples (2 unverified; 4 pointer-only for licence) |
Dataset loaders archive 2025-07-28
3 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MathQA
- math_qa
2 variant names, as the archive lists them.
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