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Out-of-Taxonomy Risk Detection research benchmarks · SOTA2 Research

Out-of-Taxonomy Risk Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

57.59F1 Score

4

Feb 27, 2026

66.87F1 Score

4

Feb 27, 2026

ProGuard Text-Image

60.25F1 Score (%)

4

Feb 27, 2026

0.631F1 Score

4

Feb 27, 2026

56.94F1 Score

4

Feb 27, 2026

OpenAI Moderation

67.92Out-of-Taxonomy F1

4

Feb 27, 2026

63.62F1 Score

4

Feb 27, 2026

Popular datasets

ProGuard BeaverTails Aegis LlavaGuard OpenAI Moderation

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