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Identity Unlearning on CelebA-HQ oneID
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5
ID Target Retention (o)
BIA
0.84
1.92
3
4.08
Jun 29, 2026
ID Target Retention (o)
ID Target Retention (o, unseen)
ID Target Accuracy (human)
ID Target Retention (g)
ID Other Retention (o)
ID Other Retention (g)
Identity Difference Score
Updated 26d ago
Evaluation Results
Method
Method
Links
ID Target Retention (o)
ID Target Retention (o, unseen)
ID Target Accuracy (human)
ID Target Retention (g)
ID Other Retention (o)
ID Other Retention (g)
Identity Difference Score
BIA
2026.06
5
18
27.92
30
55
82
0.52
Baseline
2026.06
3
16
8.33
3
14
51
0.48
IREU
2026.06
1
15
6.95
21
55
85
0.64
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