ResearchBenchmarksBackdoor Detection on ImageNet-1K 1.0 (test)For AI assistantsMarkdownContent indexBackdoor Detection on ImageNet-1K 1.0 (test)Follow2ViolationsBARBIE1.922.4633.54Feb 28, 2026Evaluation resultsMethodMethodLinksViolationsP-ValueBARBIEPoison Rate (%)=0.16%Poison Rate (%)=0.16%2026.022—BARBIEPoison Rate (%)=0.39%Poison Rate (%)=0.39%2026.023—BARBIEPoison Rate (%)=0.62%Poison Rate (%)=0.62%2026.024—MM-BDPoison Rate (%)=0.16%Poison Rate (%)=0.16%2026.02—0.0751MM-BDPoison Rate (%)=0.39%Poison Rate (%)=0.39%2026.02—0.1196MM-BDPoison Rate (%)=0.62%Poison Rate (%)=0.62%2026.02—0.1286