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Node-level prompt injection detection research benchmarks · SOTA2 Research

Node-level prompt injection detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

77F1 Score

4

Jun 18, 2026

CoTDeceptor (test)

66F1 Score

4

Jun 18, 2026

ShadowCode (test)

85F1 Score

4

Jun 18, 2026

80F1 Score

4

Jun 18, 2026

Flashboom (test)

85F1 Score

4

Jun 18, 2026

90F1 Score

4

Jun 18, 2026

Popular datasets

INSEC Flashboom XOXO ShadowCode CoTDeceptor

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