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ResearchFormerly WizWand

System Prompt Extraction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

System Prompt Extraction Out-of-domain SystemCheck and ChatGPT-Prompts

93.5Exact Match Score

20

Jun 4, 2026

System Prompt Extraction In-domain ShareGPT

91Exact Match Score

20

Jun 4, 2026

System Prompts 41-model

microsoft/phi-4

0.915Self-Consistency Score

10

Feb 26, 2026

attack prompts Out-of-domain

78ASR (TA)

5

Jun 4, 2026

Attack Prompts In-domain

78Attack Success Rate (TA)

5

Jun 4, 2026

System Prompt Extraction Set Out-of-merge

77.5Attack Success Rate

4

Jun 4, 2026

System Prompt Extraction Set In-merge

75Attack Success Rate

4

Jun 4, 2026

Instruction Hierarchy (test)

99.7Attack Success Rate (Realistic User)

4

Feb 26, 2026