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A Consensus-Based Framework for Relative Preference Evaluation of Large Language Models

arXiv cs.CL · 2026-07-27 Cached

This paper introduces a consensus-based framework for evaluating LLM responses by having a panel of models rank anonymized outputs, producing a Relative Intelligence Index (RII) as a proxy for relative quality across domains.

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