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Benchmarks
Prompt Injection Defense on IPI
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94.4
Accuracy
SCOUT
89.928
91.089
92.25
93.411
May 29, 2026
Accuracy
Attack Success Rate (ASR)
Backdoor Utility (BU)
Total Latency (ms)
Updated 2d ago
Evaluation Results
Method
Method
Links
Accuracy
Attack Success Rate (ASR)
Backdoor Utility (BU)
Total Latency (ms)
SCOUT
Judge=GPT-5.1
2026.05
94.4
8.6
97.4
1,147
Always-DLLM
Judge=GPT-5.1
2026.05
94
12
100
1,651
Always-DLLM
Judge=GPT-4o
2026.05
90.3
14.4
95
1,504
SCOUT
Judge=GPT-4o
2026.05
90.1
12.8
93
915
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