ResearchTasksPII De-identificationPII De-identificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedcanonical evaluation Combined (test)Union + Gemma 27B95.8Macro F111Jun 18, 2026canonical evaluation Platform B (test)Gemma 27B99.3Precision11Jun 18, 2026canonical evaluation Platform A (test)Gemma 27B100Precision11Jun 18, 2026Ambiguous names (challenge set)Union + Gemma 31B89.9Platform A Precision8Jun 18, 2026