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Multiple Choice Question Answering on MMLU-Pro (Economics Discipline)

10.01Mean EMRQwen-2-7B-Instruct
9.1269.35559.5859.8145Apr 19, 2025

Evaluation results

MethodLinks
Qwen-2-7B-InstructOutlier Detection=ConU (basic framework), alpha=0.12025.0410.010.027910.4
Qwen-2-7B-InstructOutlier Detection=SConU (current paper), alpha=0.12025.049.650.0219.6
LLaMA-3.1-8B-InstructOutlier Detection=ConU (basic framework), alpha=0.12025.049.470.036310
LLaMA-3.1-8B-InstructOutlier Detection=SConU (current paper), alpha=0.12025.049.160.02429.2