GSM8K

Grade-school mathematics word problems requiring multi-step reasoning.

benchmark Benchmarks MIT 2 relationships

Aperçu

GSM8K is a set of grade-school mathematics word problems whose answers require several reasoning steps rather than a single lookup. It solves the problem that most question-answering benchmarks can be passed by recall, which says nothing about whether a model can work through a problem. It exists because multi-step arithmetic turned out to be a sharp discriminator, and it is the benchmark that chain-of-thought prompting was introduced against.

Graphe des technologies

Comment GSM8K se rattache au reste de la pile.

Appliqué à

LLM concept Models GSM8K used for LLM High ✓ source
Chain of Thought technique Prompting Chain of Thought solves GSM8K High ✓ source

Position de la technologie

AI
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Benchmarks
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benchmark
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GSM8K

Technologies liées

Chain of Thought technique
LLM concept

Ressources officielles

Dernière mise à jour: 2026-10-08
Dernière vérification: 2026-10-08

Sources citées

Chaque relation de cette page porte sa source.

arxiv.org 1 claim
arxiv.org 1 claim