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Benchmarks
Fairness Evaluation on Census
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68
Demographic Parity
FairBED-EPIG
48.24
53.37
58.5
63.63
Jun 22, 2026
Demographic Parity
EO-TPR
EO-FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Demographic Parity
EO-TPR
EO-FPR
FairBED-EPIG
beta=10
2026.06
68
93
86
HFE
beta=10
2026.06
56
92
86
Random
2026.06
54
88
72
Predictive Entropy
2026.06
49
86
60
EPIG
2026.06
49
86
64
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