ResearchBenchmarksAdversarial Attack Detection on LLaVA M-Attack (in-domain)Follow98.8PrecisionSAEgis93.18494.64296.197.558May 8, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreSAEgisEnsemble=falseEnsemble=false2026.0598.88691.9SAEgisEnsemble=trueEnsemble=true2026.05989998.5PIPEnsemble=falseEnsemble=false2026.0597.99696.9DenseEnsemble=falseEnsemble=false2026.0596.78892.1DenseEnsemble=trueEnsemble=true2026.0593.410096.6