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Fairness Evaluation on CelebA
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83
Demographic Parity
FairBED-EPIG
64.28
69.14
74
78.86
Jun 22, 2026
Demographic Parity
EO-TPR (Equal Opportunity TPR)
EO-FPR (Equal Opportunity FPR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Demographic Parity
EO-TPR (Equal Opportunity TPR)
EO-FPR (Equal Opportunity FPR)
FairBED-EPIG
beta=10
2026.06
83
90
77
HFE
beta=10
2026.06
82
90
61
EPIG
2026.06
80
84
89
Predictive Entropy
2026.06
77
80
82
Random
2026.06
65
70
71
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