ResearchBenchmarksAdversarial Attack Detection on NIPS, LLaVA, and Medical Cross-attack 17 (test)Adversarial Attack Detection on NIPS, LLaVA, and Medical Cross-attack 17 (test)Follow2.5Delta PrecisionDense-3.22-1.735-0.251.235May 8, 2026Evaluation resultsMethodMethodLinksDelta PrecisionDelta RecallDelta F1 ScoreDenseEnsemble=trueEnsemble=true2026.052.5-1.50.4SAEgisEnsemble=trueEnsemble=true2026.051.3-10.1PIP2026.05-0.2-7.5-4.7Dense2026.05-1.7-43.3-40.9SAEgis2026.05-3-46.6-36.3