ResearchBenchmarksPrivacy Deceptive Pattern Detection on DPAgent Privacy Deceptive Pattern Dataset (test)Privacy Deceptive Pattern Detection on DPAgent Privacy Deceptive Pattern Dataset (test)Follow87.36F1 (No DP)DPAgent50.38859.986569.58579.1835Jun 5, 2026Evaluation resultsMethodMethodLinksF1 (No DP)F1 (Hidden Information)F1 (Disguised Ads)F1 (Preselection)F1 (False Hierarchy)F1 (Small Close Button)F1 (Privacy Zuckering)F1 (Forced Action)Micro F1Macro F1DPAgent2026.0687.3681.4392.2357.1463.6471.1128.5771.6781.6269.14DPGuard2026.0671.421.0572.7323.8127.5935.944.44—58.942.42AidUI2026.0661.5—28.376.350—0—43.1519.24ALSACNC2026.0651.8120.35————22.2215.3834.4927.44