German Credit
Benchmarks
TaskDatasetSOTA resultTrendResults
German Credit
100Effectiveness
36
German Credit (test)
69.7Clean Accuracy
31
German Credit
0.23Wasserstein Distance
28
German Credit (test)
77.66Accuracy
28
German Credit
68.9Accuracy
27
German Credit UCIrvine
85.32Macro F1
25
German Credit
78.1TSTR
24
German Credit
0.02Recourse Cost
21
German credit
81.25Accuracy (Acc)
20
German Credit Dataset
-0.13Equal Opportunity
17
German Credit UCIrvine (5-fold cross-val)
0.796Macro F1
17
German Credit
92.5F1 Score
15
German Credit (test)
5.15Equal Opportunity Difference
15
German Credit
81.5AUROC
13
German Credit
-0.096AOD
12
German Credit (test)
-0.107DPD
12
German Credit
0KL Divergence
10
German Credit
0.839AU-ARC
10
German Credit
0.477NLL
9
German Credit Age 30 (test)
7.4Total Number of Interventions
9
German Credit Gender 30 (test)
16.2Total Interventions
9
German Credit Age
0.005Demographic Parity
9
German Credit Gender
0.038Demographic Parity
9
German Credit
0.022KS Statistic
8
German Credit
33Classification Error
8