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Benchmarks
Fair Classification on Adult (test) (Macro-F1, DP, Sat.%)
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17.8
Macro F1
PCGrad
16.448
16.799
17.15
17.501
May 15, 2026
Macro F1
Demographic Parity
Saturation (%)
Updated 15d ago
Evaluation Results
Method
Method
Links
Macro F1
Demographic Parity
Saturation (%)
PCGrad
Backbone=FixMatch
2026.05
17.8
22.2
0
Static-λ
Backbone=FixMatch
2026.05
17.1
12.3
-
CAGrad
Backbone=FixMatch
2026.05
17.1
13.3
0
OPDA
Backbone=FixMatch
2026.05
16.5
11.3
0
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