ResearchBenchmarksDe-identification on ADE-20K Generated (test)De-identification on ADE-20K Generated (test)Follow91.96Name De-identification AccuracyFull-3.657621.166245.9970.8138Jun 8, 2026Evaluation resultsMethodMethodLinksName De-identification AccuracyDOB De-identification AccuracySSN De-identification AccuracyEmail De-identification AccuracyPhone Number De-identification AccuracyAddress De-identification AccuracyMedical Number De-identification AccuracyDisease Name De-identification AccuracyFullModel Architecture=FullModel Architecture=Full2026.0691.9691.9691.9891.989291.9991.9791.96PresidioModel Architecture=Pre...Model Architecture=Presidio2026.060.020.020.010.020.020.030.010.01