Scoring-Rule Sensitivity in LLM Evaluation: Evidence from Indian Financial Regulatory Text.

arXiv:2604.19298v3 Announce Type: replace-cross Abstract: A benchmark leaderboard reports one accuracy number, but that number is a joint product of a model and a scoring rule. We ask what changes when only the rule changes, and find that model ordering is hig