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The Two MMLU Scores: What a Benchmark Name Does Not Fix

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Hacker News | Sep 14, 2026 | gmays

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Two MMLU accuracies, 0. 781 and 0. 79, for two builds of one model family under the same benchmark name; for a score-delta query the verifier returns incomparable (Sections 1 and 5). mmlu fixes a name. Two evaluation records appear in the same table. That two identical identifiers name the same thing.

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