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Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation

Xue Liu, Xin Ma, Yuxin Ma, Yongchang Peng, Duo Wang, Zhoufutu Wen · Mar 27, 2026

Citations: 0

Match reason: Title directly matches "Xpertbench".

Score: 90% High protocol signal Freshness: Hot Status: Ready
Rubric RatingExpert Verification Automatic Metrics LawMedicine
  • To bridge this gap, we present XpertBench, a high-fidelity benchmark engineered to assess LLMs across authentic professional domains.
  • To facilitate scalable yet human-aligned assessment, we introduce ShotJudge, a novel evaluation paradigm that employs LLM judges calibrated with expert few-shot exemplars to mitigate self-rewarding biases.
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