GSM8K

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

benchmark Benchmarks MIT 2 relationships

Visão geral

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.

Grafo de tecnologias

Como GSM8K se liga ao resto do stack.

Aplicado a

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

Posição da tecnologia

AI
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Benchmarks
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benchmark
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GSM8K

Tecnologias relacionadas

Chain of Thought technique
LLM concept

Recursos oficiais

Última atualização: 2026-10-08
Última verificação: 2026-10-08

Fontes citadas

Cada relação nesta página inclui a sua fonte.

arxiv.org 1 claim
arxiv.org 1 claim