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Yi-Qu Yang

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#machine learning Preprint Aug 2026

Are Near-Tied LLM Rankings Robust to Family-DIF-Guided Benchmark Recomposition?

Global stable rankings can still leave individual near-tie orderings sensitive to benchmark composition, and sub-one-point leaderboard gaps should be accompanied by evidence that the implied ordering is composition-robust.

Qi-Yuan Zheng, Yi-Qu Yang · 0 citations