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AUROC on MMLU Question Answering

0.636AUROC (MMLU QA)RALC
0.508080.541290.57450.60771May 19, 2026

Evaluation results

MethodLinks
RALCSignal=Sem. Uncertainty2026.050.636
Hedged QA2026.050.565
RALCSignal=Token Probability2026.050.56
RALCSignal=Ling. Confidence2026.050.533
Original Response2026.050.513