AnalysisAI ModelsOctober 22, 2026

Paper argues benchmarks mismeasure difficulty and coverage

Read original source →arxiv.org

The paper formalizes benchmark evaluation as an empirical measure over item difficulty, identifying two failure modes: measure mismatch and coverage gaps. It proposes diagnostic metrics plus a rewriting algorithm, BenchFill, to target difficulty and improve benchmark coverage.

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