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News/Are Near-Tied LLM Rankings Robust to Family-DIF-Guided Benchmark Recomposition?
arxiv
PublishedSeptember 2, 2026 at 4:00 AM
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Are Near-Tied LLM Rankings Robust to Family-DIF-Guided Benchmark Recomposition?

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arXiv:2609.00482v1 Announce Type: new Abstract: Small leaderboard gaps are often interpreted as evidence that one language model is better than another, but their sign may depend on which benchmark items are included. We test this using item-level responses from five benchmarks and a family-label-fr

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