SurveyReview is a dataset of 675 surveys with 1,630 reviews annotated into four quality dimensions, plus a fine-tuned evaluator (SurveyAlign) that reports lower error than GPT-5.2 but only reaches majority-class baseline performance.
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SurveyReview: A Reviewer-Aligned Benchmark for Survey Evaluators
SurveyReview is a dataset of 675 surveys with 1,630 reviews annotated into four quality dimensions, plus a fine-tuned evaluator (SurveyAlign) that reports lower error than GPT-5.2 but only reaches majority-class baseline performance.