ResearchTasksPII Protection for LLM-based AgentsFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast UpdatedPII Protection Evaluation Suite Real-URL & Benign-QA——Primary metric0May 6, 2026