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Multiple-Choice Question Answering on OTHERS 4-Choice

0Delta AccBatch Calibration (BC)
-9.88-7.315-4.75-2.185Feb 12, 2026

Evaluation results

MethodLinks
Batch Calibration (BC)Model=Llama3.1-8B-Instruct2026.020——0.004
RBCorrModel=Llama3.1-8B-Instruct2026.020——0.013
RBCorrModel=Llama3.1-8B2026.02-0.3——-0.009
Contextual Calibration (CC)Model=Llama3.1-8B-Instruct2026.02-0.7——0.073
Batch Calibration (BC)Model=Llama3.1-8B2026.02-0.7——0.007
Contextual Calibration (CC)Model=Llama3.1-8B2026.02-9.5——0.259
BaselineModel=Llama3.1-8B2026.02—68.30.081—
BaselineModel=Llama3.1-8B-Instruct2026.02—71.50.025—