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ResearchFormerly WizWand

Generative Identity Unlearning

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

CelebAHQ Out-of-Domain

Baseline + extrapolated wt + Ladj

0.01ID

14

Feb 26, 2026

0.012ID

14

Feb 26, 2026

0.654Identity Distance (ID)

10

Feb 26, 2026

Forgotten Identities

-0.043Identity Distance (ID)

10

Feb 26, 2026

CelebAHQ multi-image setting (test)

12ID Preservation

6

Feb 26, 2026

Random Scenarios

Baseline + extrapolated wt

0.12Identity Distance (ID)

4

Feb 26, 2026

Generative Identity Unlearning

-0.029Identity Distance (ID)

2

Feb 26, 2026

FFHQ In-Domain (test)

0.06Identity Distance (ID)

2

Feb 26, 2026