MAWPS (MAth Word ProblemS)

Introduced by Rik Koncel-Kedziorski et al. in MAWPS: A Math Word Problem Repository1 Jun 2016 archive 2025-07-28

MAWPS is an online repository of Math Word Problems, to provide a unified testbed to evaluate different algorithms. MAWPS allows for the automatic construction of datasets with particular characteristics, providing tools for tuning the lexical and template overlap of a dataset as well as for filtering ungrammatical problems from web-sourced corpora. The online nature of this repository facilitates easy community contribution. Amassed 3,320 problems, including the full datasets used in several previous works.

Homepage Benchmarks Papers JSON

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	MAWPS	OpenMath-CodeLlama-70B (w/ code) Accuracy (%) 95.7	OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset	kipok/nemo-skills	25	Compare

Papers archive 2025-07-28

13 shown of 13 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 122. 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
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset	1	1	15 Feb 2024	not harvested
ATHENA: Mathematical Reasoning with Thought Expansion	1	2	2 Nov 2023	not harvested
An Expression Tree Decoding Strategy for Mathematical Equation Generation	1	1	14 Oct 2023	not harvested
Llama 2: Open Foundation and Fine-Tuned Chat Models	19	1	18 Jul 2023	ran 31 of 52 samples (21 unverified; 16 pointer-only for licence)
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements	1	5	24 Jun 2023	not harvested
Learning Multi-Step Reasoning by Solving Arithmetic Tasks	1	1	2 Jun 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)
EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers	1	2	1 May 2022	not harvested
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)
Are NLP Models really able to Solve Simple Math Word Problems?	3	2	12 Mar 2021	not harvested
Generating Equation by Utilizing Operators : GEO model	0	1	1 Dec 2020	not harvested
Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model	1	1	1 Nov 2020	not harvested
Graph-to-Tree Learning for Solving Math Word Problems	1	1	1 Jul 2020	not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Math Word Problem Solving Math Word Problem SolvingΩ

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

English

Variants archive 2025-07-28

MAWPS

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections