When Judges Agree and Are Wrong: Consistency-Accuracy Dissociation as a Blind Spot for Label-Free Evaluation

arXiv:2610.21128 · cs.CL, cs.AI · Submitted 2026-10-15 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-10-15

Updated: 2026-10-15

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes

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