ResearchBenchmarksPoisoning Defense Evaluation on 7x7 target-injected tasks (MTBA poisoned)Follow25.1Delta Attack EffectivenessCROW2.35528.260114.16520.0699May 26, 2026Evaluation ResultsMethodMethodLinksDelta Attack EffectivenessCROWModel=LLA3-8BModel=LLA3-8B2026.0525.1CROWModel=GEM3-12BModel=GEM3-12B2026.0516.4CROWModel=QWE3-30BModel=QWE3-30B2026.056.31CROWModel=QWE3-4BModel=QWE3-4B2026.054.89CROWModel=PHI4-15BModel=PHI4-15B2026.053.23