GSM8K

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

benchmark Benchmarks MIT 2 relationships

Überblick

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.

Technologiegraph

Wie GSM8K mit dem übrigen Stack zusammenhängt.

Angewendet auf

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

Technologische Einordnung

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Benchmarks
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GSM8K

Offizielle Ressourcen

Zuletzt aktualisiert: 2026-10-08
Zuletzt überprüft: 2026-10-08

Zitierte Quellen

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arxiv.org 1 claim
arxiv.org 1 claim