Datasets › ASDiv
ASDiv (Academia Sinica Diverse MWP Dataset)
We present ASDiv (Academia Sinica Diverse MWP Dataset), a diverse (in terms of both language patterns and problem types) English math word problem (MWP) corpus for evaluating the capability of various MWP solvers. Existing MWP corpora for studying AI progress remain limited either in language usage patterns or in problem types. We thus present a new English MWP corpus with 2,305 MWPs that cover more text patterns and most problem types taught in elementary school. Each MWP is annotated with its problem type and grade level (for indicating the level of difficulty). Furthermore, we propose a metric to measure the lexicon usage diversity of a given MWP corpus, and demonstrate that ASDiv is more diverse than existing corpora. Experiments show that our proposed corpus reflects the true capability of MWP solvers more faithfully.
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 | ASDiv-A | ATHENA (roberta-large) Execution Accuracy 91 | ATHENA: Mathematical Reasoning with Thought Expansion | the-jb/athena-math | 9 | Compare |
Papers archive 2025-07-28
4 shown of 4 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 150. 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 Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | 1 | 3 | 23 Feb 2024 | ran 9 of 11 samples (2 unverified; 11 pointer-only for licence) |
| 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 |
| Are NLP Models really able to Solve Simple Math Word Problems? | 3 | 3 | 12 Mar 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC-BY-NC 4.0
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- ASDiv-A
- ASDiv
2 variant names, as the archive lists them.
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