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GSM8K
GSM8K is identified by its primary project source as an evaluation family covering grade-school mathematics and multi-step reasoning. This entry publishes independently authored task signatures only.
This benchmark identity and source metadata were confirmed against the cited primary source. Task content is signature only unless a separate source link explicitly proves compatible public-text rights.
grade-school mathematics multi-step reasoning
Primary source: OpenAI
Source evidence
Tasks
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Multi-step calculation
Evaluate whether an agent can solve a multi-step mathematical problem in a notation-preserving text environment. Success is determined when the final result matches the verified answer.
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Numerical verification
Evaluate whether an agent can compute and check a numerical result under stated assumptions in a deterministic calculation environment. Success is determined when the result satisfies the declared tolerance.
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Proof-oriented reasoning
Evaluate whether an agent can construct a bounded mathematical justification in a formal or expert-reviewed problem setting. Success is determined when the argument satisfies the declared verification rubric.
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Symbolic transformation
Evaluate whether an agent can transform a mathematical expression while preserving equivalence in a symbolic reasoning environment. Success is determined when the transformed expression passes equivalence checking.
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