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When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs
揭秘大模型校准排名反转现象，提出准确性控制评估框架，让LLM比较更公平。
arXiv:2606.30814v1 Announce Type: new Abstract: Calibration evaluates whether a model confidence aligns with its empirical accuracy. Existing studies …