ResearchBenchmarksAdversarial Attack Detection on LLaVA FOA-Attack in-domainFollow98PrecisionSAEgis93.21694.45895.796.942May 8, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreSAEgisEnsemble=trueEnsemble=true2026.05989998.5PIPEnsemble=falseEnsemble=false2026.0597.99495.9DenseEnsemble=falseEnsemble=false2026.0596.58389.2SAEgisEnsemble=falseEnsemble=false2026.0596.58590.4DenseEnsemble=trueEnsemble=true2026.0593.410096.6