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Face Unlearning on CelebA (forget set, test)
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98.2
Accuracy
Original
-3.928
22.586
49.1
75.614
Dec 15, 2025
Accuracy
CS
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
CS
Original
Backbone=IResNet-50, P...
2025.12
98.2
0.615
Contrastive Unlearning
2025.12
98.17
0.581
Lipschitz Unlearning
lambda_retain=0.05
2025.12
56.63
0.561
Boundary Shrink
learning rate=1e-5
2025.12
5.33
0.255
Hard Dispersion Loss
learning rate=1e-4, ma...
2025.12
1.33
0.086
Dispersion Loss
learning rate=1e-4, ma...
2025.12
0.8
0.089
Gradient Ascent
learning rate=1e-5
2025.12
0.57
0.605
Random Labeling
lambda_retain=1
2025.12
0
0.615
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