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AI Assistance Prevention on DOPE Exam Dataset

1Success Rategpt-5.1
0.617280.716640.8160.91536Jan 18, 2026

Evaluation results

MethodLinks
gpt-5.1Best Method=ICW + Font (gib.)2026.011—
gpt-4oBest Method=ICW + Font (ref.)2026.010.981—
DOPE (Average best hybrid)Description=Average of best hybrid configurations across all tested models2026.010.963—
sonnet 4.5Best Method=ICW + Font (ref.)2026.010.936—
opus 4.5Best Method=ICW + Font (ref.)2026.010.936—
ICW baseline (Average)Description=Average prevention rate for ICW baseline across all tested models2026.010.632—