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Factual Knowledge on MMLU

81.04EMGPT-4o-mini
59.283264.931670.5876.2284Jan 29, 2026

Evaluation results

MethodLinks
GPT-4o-minizero-shot-CoT=true, pass@1=true2026.0181.040.53
PIRzero-shot-CoT=true, pass@1=true, mode=interactive stronger US (gpt-4o-mini)2026.0162.510.77
PIRzero-shot-CoT=true, pass@1=true, mode=self-play2026.0160.80.73
PIRzero-shot-CoT=true, pass@1=true, mode=interactive2026.0160.210.76
Reasoning Basezero-shot-CoT=true, pass@1=true2026.0160.121.15