Datasets › SVAMP
SVAMP (Simple Variations on Arithmetic Math word Problems)
A challenge set for elementary-level Math Word Problems (MWP). An MWP consists of a short Natural Language narrative that describes a state of the world and poses a question about some unknown quantities.
The examples in SVAMP test a model across different aspects of solving MWPs: 1) Is the model question sensitive? 2) Does the model have robust reasoning ability? 3) Is it invariant to structural alterations?
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | SVAMP | GPT-4 (Teaching-Inspired) Execution Accuracy 93.9 | Teaching-Inspired Integrated Prompting Framework: A... | sallytan13/teaching-inspired-prompting | 26 | Compare |
| Math Word Problem Solving | SVAMP (1:N) | ATHENA (roberta-large) Execution Accuracy 67.8 | ATHENA: Mathematical Reasoning with Thought Expansion | the-jb/athena-math | 2 | Compare |
Papers archive 2025-07-28
16 shown of 16 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 362. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
MIT
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SVAMP
- SVAMP (1:N)
2 variant names, 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