ResearchBenchmarksBot Detection on JA4DBFollow0.993PrecisionCatBoost0.965960.972980.980.98702Feb 10, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreAccuracyCatBoostEvaluation Category=Be...Evaluation Category=Benign (class 0)2026.020.9930.98840.9907—CatBoostEvaluation Category=Bo...Evaluation Category=Bot (class 1)2026.020.9670.980.9734—CatBoostEvaluation Category=Ov...Evaluation Category=Overall2026.02———0.9863