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Preference Reconstruction on Experiment Design

81.77Preference AccuracyDICAI
54.407661.511368.61575.7187Jun 26, 2026

Evaluation results

MethodLinks
DICAIJudge LLM=GPT-52026.0681.77
DICAIJudge Model=GPT-4o2026.0679.93
ICAIJudge Model=GPT-4o2026.0673.8
ICAIJudge LLM=GPT-52026.0673.4
CoTJudge LLM=GPT-52026.0666.22
CoTJudge Model=GPT-4o2026.0665.66
CoT-SCJudge LLM=GPT-52026.0664.96
ToTJudge LLM=GPT-52026.0664.87
Self-RefineJudge Model=GPT-4o2026.0664.53
CoT-SCJudge Model=GPT-4o2026.0663.31
Self-RefineJudge LLM=GPT-52026.0662.52
ToTJudge Model=GPT-4o2026.0662.41
AutoRubricJudge LLM=GPT-52026.0657.12
AutoRubricJudge Model=GPT-4o2026.0655.46