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TruthfulQA
TruthfulQA is identified by its primary project source as an evaluation family covering truthfulness and misconception resistance. 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.
misconception resistance truthfulness
Primary source: TruthfulQA project
Source evidence
Tasks
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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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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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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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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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