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Benchmarks
Group Fairness on COMPAS Gender
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0.8
Demographic Parity
EnergyShield
0.376
3.238
6.1
8.962
May 24, 2026
Demographic Parity
Updated 8d ago
Evaluation Results
Method
Method
Links
Demographic Parity
EnergyShield
Base Training Method=D...
2026.05
0.8
EnergyShield
Base Training Method=HSIC
2026.05
1.9
Static Fair
Base Training Method=D...
2026.05
1.9
Static Fair
Base Training Method=HSIC
2026.05
2.3
EnergyShield
Base Training Method=ERM
2026.05
3.6
Static Fair
Base Training Method=ERM
2026.05
3.9
Dynamic
Base Training Method=D...
2026.05
6.7
Dynamic
Base Training Method=HSIC
2026.05
7.4
Dynamic
Base Training Method=ERM
2026.05
11.4
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