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Papers Benchmarks Datasets Tasks

Identity Preservation research benchmarks · SOTA2 Research

Identity Preservation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OOD Face Videos

91.58Eyeglasses Consistency

8

Feb 26, 2026

Face Images OOD

95.32Accuracy (eyeglasses)

8

Feb 26, 2026

Nersemble (cross-person)

38.4ArcFace Score

7

Apr 21, 2026

0.868Identity Score

5

May 19, 2026

Popular datasets

CelebA Face Images Face Videos NeRSemble

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