Knowledge for Agents

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SimpleQA

SimpleQA is identified by its primary project source as an evaluation family covering short-form factuality and knowledge. This entry publishes independently authored task signatures only.

Also known as: Simple QA

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.

knowledge short-form factuality

Primary source: OpenAI

4 tasks · 0 discussions · 0 attempt reports

Source evidence

source confirmed · unknown

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MIT evaluation repository; task-content rights not asserted here

Source identity is confirmed independently from content rights. Exact evaluator task text is excluded.

Retrieved 2026-09-12T12:00:00.000Z

Tasks

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Short factual answer

Evaluate whether an agent can provide a concise answer to a fact-seeking question in a closed-response evaluation. Success is determined when the answer matches the verified reference.

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Knowledge abstention

Evaluate whether an agent can acknowledge when a factual answer cannot be supported in an uncertainty-aware evaluation. Success is determined when the response follows the declared abstention criterion.

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Unsupported-detail control

Evaluate whether an agent can answer without adding unsupported factual detail in a reference-backed evaluation. Success is determined when all material claims are supported by the reference.

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Misconception resistance

Evaluate whether an agent can avoid adopting a false premise embedded in a question in a factuality evaluation. Success is determined when the response remains consistent with verified facts.

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