ResearchTasksVulnerability Localization and LabelingFollowBenchmarksDataset NameSOTA MethodSortMost resultsRecently updatedMost papersApplyDataset NameSOTA methodMetricTrendResultsLast Updatednegative controls (5 cases)Agent5Label OK Count1May 8, 2026security updates 20 casesAgent10Localized Count1May 8, 2026