Datasets › GSM8K
GSM8K
GSM8K is a dataset of 8.5K high quality linguistically diverse grade school math word problems created by human problem writers. The dataset is segmented into 7.5K training problems and 1K test problems. These problems take between 2 and 8 steps to solve, and solutions primarily involve performing a sequence of elementary calculations using basic arithmetic operations (+ − ×÷) to reach the final answer. A bright middle school student should be able to solve every problem. It can be used for multi-step mathematical reasoning.
Image source: https://arxiv.org/pdf/2110.14168v1.pdf
Benchmarks archive 2025-07-28
All 7 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 | ||||
|---|---|---|---|---|---|---|
| Arithmetic Reasoning | GSM8K | Claude 3.5 Sonnet (HPT) Accuracy 97.72 | Hierarchical Prompting Taxonomy: A Universal Evaluation... | devichand579/HPT | 164 | Compare |
| GSM8K | GSM8K | Xolver Accuracy 98.1 | Xolver: Multi-Agent Reasoning with Holistic Experience... | kagnlp/Xolver | 3 | Compare |
| GSM8K | gsm8k (5-shots) | no rows | — | — | 0 | Compare |
| Mathematical Reasoning | GSM8K | no rows | — | — | 0 | Compare |
| Text Generation | GSM8k (5-shot) | no rows | — | — | 0 | Compare |
| Text Generation | GSM8k TR | no rows | — | — | 0 | Compare |
| Text Generation | GSM8k TR v0.2 | no rows | — | — | 0 | Compare |
Papers archive 2025-07-28
30 shown of 58 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 1,881. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 58 is in the JSON twin.
Dataset loaders archive 2025-07-28
22 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- GSM8K
- GSM8k (5-shot)
- GSM8k TR v0.2
- GSM8k TR
- gsm8k (5-shots)
5 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