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Benchmarks
Generative Identity Unlearning on CelebAHQ (multi-image setting, test)
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12
ID Preservation
Baseline
0.56
3.53
6.5
9.47
May 16, 2024
ID Preservation
ID Others Preservation
FID
AFID (Real)
FID (Pre)
ΔFID (Real)
Updated 4d ago
Evaluation Results
Method
Method
Links
ID Preservation
ID Others Preservation
FID
AFID (Real)
FID (Pre)
ΔFID (Real)
Baseline
2024.05
12
28
9.52
4.75
-
-
Baseline
setting=single-image,...
2024.05
5
-
-
-
6.75
4.32
GUIDE
weight_type=extrapolat...
2024.05
3
17
7.88
3.34
-
-
Baseline + extrapolated wt
weight_type=extrapolated
2024.05
2
15
13.02
7.31
-
-
Baseline + extrapolated wt + Ladj
weight_type=extrapolat...
2024.05
1
14
13.63
7.83
-
-
GUIDE-SG2
backbone=StyleGAN2, se...
2024.05
1
-
-
-
6.07
4.25
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