ResearchTasksIdentity PreservationIdentity PreservationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedOOD Face VideosIn-N-Out91.58Eyeglasses Consistency8Feb 26, 2026Face Images OODIn-N-Out95.32Accuracy (eyeglasses)8Feb 26, 2026Nersemble (cross-person)DenseMarks38.4ArcFace Score7Apr 21, 2026CelebA-HQControlla0.868Identity Score5May 19, 2026