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Benchmarks
Generative Identity Unlearning on Random
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0.6538
Identity Distance (ID)
SUGAR
0.137024
0.271187
0.40535
0.539513
Dec 6, 2025
Identity Distance (ID)
FID
Updated 4d ago
Evaluation Results
Method
Method
Links
Identity Distance (ID)
FID
SUGAR
#IDS=N=5
2025.12
0.6538
115.53
SUGAR
#IDS=N=1
2025.12
0.6457
87.257
GUIDE
#IDS=N=1
2025.12
0.6061
66.531
SUGAR
#IDS=N=20
2025.12
0.4774
90.08
SUGAR
#IDS=N=50
2025.12
0.4612
88.306
SUGAR
#IDS=N=10
2025.12
0.4392
98.023
GUIDE
#IDS=N=5
2025.12
0.4346
144.4
GUIDE
#IDS=N=10
2025.12
0.2798
138.19
GUIDE
#IDS=N=20
2025.12
0.2281
155.08
GUIDE
#IDS=N=50
2025.12
0.1569
141.61
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