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Benchmarks
Fairness-aware Classification on COMPAS race (test)
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66.89
Accuracy
Baseline
61.274
62.732
64.19
65.648
May 16, 2025
Accuracy
DR
DP
EO
PQP
Data Fidelity
TrainingAR
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
DR
DP
EO
PQP
Data Fidelity
TrainingAR
Baseline
Test Set Adjustment Ne...
2025.05
66.89
9.95
14.36
14.38
5.22
-
-
FairSHAP
Test Set Adjustment Ne...
2025.05
66.27
8.42
13.44
15.68
5.08
0.004
0.0126
RSA
Test Set Adjustment Ne...
2025.05
66.23
-
20.69
20.24
5.75
-
-
CR
Test Set Adjustment Ne...
2025.05
66.11
4.18
15.02
16.21
5.92
0.025
0.892
DIR
Test Set Adjustment Ne...
2025.05
61.49
11.85
13.59
11.17
3.99
0.0512
0.0701
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