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Benchmarks
Group Fairness on German Credit Age
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0.005
Demographic Parity
EnergyShield
0.00244
0.01972
0.037
0.05428
May 24, 2026
Demographic Parity
Updated 8d ago
Evaluation Results
Method
Method
Links
Demographic Parity
EnergyShield
Base Training Method=HSIC
2026.05
0.005
EnergyShield
Base Training Method=D...
2026.05
0.018
EnergyShield
Base Training Method=ERM
2026.05
0.022
Static Fair
Base Training Method=D...
2026.05
0.028
Static Fair
Base Training Method=HSIC
2026.05
0.037
Dynamic
Base Training Method=ERM
2026.05
0.061
Static Fair
Base Training Method=ERM
2026.05
0.063
Dynamic
Base Training Method=HSIC
2026.05
0.068
Dynamic
Base Training Method=D...
2026.05
0.069
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