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Out-of-Domain Generalization on BBH, HumanEval, MMLU, and TruthfulQA Suite

59.1BBH ScorePACE
56.08456.86757.6558.433Feb 5, 2026

Evaluation results

MethodLinks
PACEAlignment mechanism=Proximal Refinement2026.0259.155.368.338.255.2
BoNSampling budget (N)=22026.0258.153.968.438.854.8
BoNSampling budget (N)=82026.025752.768.437.954
Llama3.1-8B2026.0256.251.768.637.753.5