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Automated Probing on MMLU

46Error Rate (%)PAIR
44.455.26676.8Feb 13, 2026

Evaluation results

MethodLinks
PAIRGenerator Model=GPT-5.2, Target Model=Llama-3.1-8b-ins.2026.024694.87
AutoDetectGenerator Model=GPT-5.2, Target Model=Llama-3.1-8b-ins.2026.0267—
PROBELLMGenerator Model=GPT-5.2, Target Model=Llama-3.1-8b-ins.2026.0286—