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Benchmarks
Model Inversion Attack on Celeb-A
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100
ASR (L2)
PIPE
-3.584
23.308
50.2
77.092
Oct 29, 2025
ASR (L2)
ASR (Reconstruction)
Guessing Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR (L2)
ASR (Reconstruction)
Guessing Accuracy
PIPE
Prot scheme=Unprotected
2025.10
100
100
-
PIPE
Prot scheme=Facial-FE E8
2025.10
99.8
99.6
-
PIPE
Prot scheme=Facial-FE...
2025.10
66.5
73.8
-
PIPE
Prot scheme=Facial-FE...
2025.10
65.1
72.9
-
PIPE
Prot scheme=Snapper-FE
2025.10
0.4
3.7
-
Random Guessing Adversary
Prot scheme=Unprotected
2025.10
-
-
0.9
Random Guessing Adversary
Prot scheme=Facial-FE E8
2025.10
-
-
12.3
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
3
Random Guessing Adversary
Prot scheme=Facial-FE...
2025.10
-
-
3
Random Guessing Adversary
Prot scheme=Snapper-FE
2025.10
-
-
4.1
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