ResearchBenchmarksAdversarial Stress Test on Hard Mode stress testsAdversarial Stress Test on Hard Mode stress testsFollow35Similar Anchors (Prod/Dev)TA-1.48.0517.526.95Apr 13, 2026Evaluation resultsMethodMethodLinksSimilar Anchors (Prod/Dev)Paraphrased Queries Success RateEarly Needle Success (Depth 0.1)Overall Adversarial ScoreTAn=20, K=64n=20, K=642026.043510010078H2On=20, K=64n=20, K=642026.04060020StrmLLMn=20, K=64n=20, K=642026.040000