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Out-of-distribution (OOD) Harmful Content Detection on HarmBench

Out-of-distribution (OOD) Harmful Content Detection on HarmBench

0.961AUROC (vs Alpaca)w_opt

Updated 6mo ago

Evaluation results

Method	Links
w_opt2026.04		0.961	0.979	0.961

State-of-the-art paper

w_opt

Harmful Intent as a Geometrically Recoverable Feature of LLM Residual Streams

Dataset

HarmBench

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Related benchmarks

Refusal Detection on Alpaca + XSTest (val)Safety Detection on Alpaca + XSTest full (val-selected)Out-of-distribution (OOD) Harmful Content Detection on AdvBench Out-of-distribution (OOD) Harmful Content Detection on JailbreakBench

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