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Benchmarks
Fairness-aware Classification on German sex (test)
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67.2
Accuracy
DIR
65.848
66.199
66.55
66.901
May 16, 2025
Accuracy
DR
DP
EO
PQP
Data Fidelity
Training Accuracy Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DR
DP
EO
PQP
Data Fidelity
Training Accuracy Rate
DIR
Test Set Adjustment Ne...
2025.05
67.2
9.66
9.46
17.37
15.29
0.0155
0.0774
CR
Test Set Adjustment Ne...
2025.05
66.8
0.28
8.44
15.59
7.23
0.0183
0.9615
Baseline
Test Set Adjustment Ne...
2025.05
66.5
7.85
5.12
12.87
13.41
-
-
FairSHAP
Test Set Adjustment Ne...
2025.05
66.3
2.43
3.01
11.26
18.52
0.0049
0.0156
RSA
Test Set Adjustment Ne...
2025.05
65.9
-
5.22
15.24
21.89
-
-
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