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Benchmarks
Unfairness Witness Finding on German Credit Sex
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0
Bias (%)
Fairify
-0.0828
0.4761
1.035
1.5939
Sep 8, 2025
Bias (%)
UW
FQ
Test Count
Satisfied Count
Unsatisfied Count
Time (s)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Bias (%)
UW
FQ
Test Count
Satisfied Count
Unsatisfied Count
Time (s)
Fairify
Target Model=GC4
2025.09
0
-
-
-
-
-
-
Fairify
Target Model=GC5
2025.09
0
-
-
-
-
-
-
Fairify
Target Model=GC1
2025.09
0.98
-
-
-
-
-
-
Fairify
Target Model=GC3
2025.09
1.9
-
-
-
-
-
-
Fairify
Target Model=GC2
2025.09
2.07
-
-
-
-
-
-
PyCT
Target Model=GC1
2025.09
-
-
50
7
2
347
33.96
PyCT
Target Model=GC2
2025.09
-
-
100
2
1
145
68.03
PyCT
Target Model=GC3
2025.09
-
-
9
17
1
147
42.73
PyCT
Target Model=GC4
2025.09
-
-
10
1,500
0
15,000
52,217.74
PyCT
Target Model=GC5
2025.09
-
-
124
1,443
6
169,103
60,809.37
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