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Common-sense Reasoning on EWOK 2-Choice

6.6ΔAccContextual Calibration (CC)
-0.9920.9792.954.921Feb 12, 2026

Evaluation results

MethodLinks
Contextual Calibration (CC)Model=Llama3.1-8B2026.026.6——-0.28
RBCorrModel=Llama3.1-8B2026.026.6——-0.287
Batch Calibration (BC)Model=Llama3.1-8B2026.026——-0.221
Contextual Calibration (CC)Model=Llama3.1-8B-Instruct2026.020.7——-0.087
RBCorrModel=Llama3.1-8B-Instruct2026.020.5——-0.104
Batch Calibration (BC)Model=Llama3.1-8B-Instruct2026.02-0.7——-0.037
BaselineModel=Llama3.1-8B2026.02—65.90.305—
BaselineModel=Llama3.1-8B-Instruct2026.02—750.122—