Researching LLM Leaderboard Stability
lintool · x · 2026-07-10
The post shares a paper on the stability of LLM leaderboards, asking the question: "Just how stable are these leaderboards?" The author notes that the results are often more unstable than one might hope.
The paper builds a unified framework to audit how minor variations in pairwise voting cascade to affect leaderboard rankings. This work also received an oral presentation at the ICML CTB workshop.
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