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ResearchFormerly WizWand

Prompt-level detection on matched-PP benchmark α = 1 (5-fold stratified CV)

91AUROCBest WPP
44.256.3568.580.65May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Best WPPBase LLM=Qwen2.5-7B, Window Size (w)=12026.059183
CPD OnlineBase LLM=Qwen2.5-7B, k=02026.059185
CPD OnlineBase LLM=Qwen2.5-14B, k=02026.059185
CPD OnlineBase LLM=LLaMA-2-7B, k=02026.058882
CPD OnlineBase LLM=LLaMA-2-13B, k=02026.058780
Best WPPBase LLM=Vicuna-7B, Window Size (w)=12026.058577
CPD OnlineBase LLM=Vicuna-13B, k=02026.058580
Best WPPBase LLM=Qwen2.5-14B, Window Size (w)=102026.058580
Best WPPBase LLM=Vicuna-13B, Window Size (w)=102026.058477
CPD OnlineBase LLM=Vicuna-7B, k=02026.058277
Best WPPBase LLM=LLaMA-2-13B, Window Size (w)=102026.057874
Best WPPBase LLM=LLaMA-2-7B, Window Size (w)=152026.057774
PPBase LLM=Vicuna-13B2026.0551—
PPBase LLM=Qwen2.5-7B2026.0551—
PPBase LLM=Vicuna-7B2026.0550—
PPBase LLM=Qwen2.5-14B2026.0550—
PPBase LLM=LLaMA-2-13B2026.0549—
PPBase LLM=LLaMA-2-7B2026.0546—