Unverified50% confidenceOpinionExact time
The article notes that most of the above scores come from Mistral's own release post, and real-world performance requires further verification.
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10/30/2026
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UnverifiedThe 2023 TruthfulQA benchmark showed that even the strongest models at the time did not exceed 60% accuracy on questions requiring precise factual judgment.61% similarUnverifiedIn the convergence bounds of this paper, the spectral gap determines the effective sample size in the dominant term.60% similarUnverifiedThe previously published 76% hit rate measured whether some useful note was opened, not whether the fact reached the agent's view.59% similarUnverifiedIn the experiment, when the same model acted as the deceiver, its ranking was almost identical to when it acted as the defender: mistral was the most persuasive liar (72% success rate), while gemma2 was both the hardest to deceive and the worst at lying.59% similarUnverifiedFaithfulness checking is done claim by claim, and this claim-by-claim comparison is more precise than overall scoring, because an answer may have 90% of its content verifiable but mixed with 10% fabricated information, and that 10% hallucination is enough to mislead users into making wrong decisions.58% similar
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