Fairness-aware Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
83.24Accuracy (Female)
35
Jun 11, 2026
87.21Accuracy
25
Mar 6, 2026
88.23Accuracy
18
May 12, 2026
1.8DP
14
May 26, 2026
0.374EO Gap
12
Mar 19, 2026
0.389EO Gap
12
Mar 19, 2026
30Training Time (min)
7
Feb 26, 2026
10Training Time (min)
7
Feb 26, 2026
1Training Time (min)
7
Feb 26, 2026
1Training Time (min)
7
Feb 26, 2026
81.45Accuracy
5
Feb 26, 2026
93.81Accuracy
5
Feb 26, 2026
87.22Accuracy
5
Feb 26, 2026
66.98Accuracy
5
Feb 26, 2026
67.2Accuracy
5
Feb 26, 2026
83.04Accuracy
3
Feb 26, 2026
0.832AUC
3
Feb 26, 2026
74.71AUC
3
Feb 26, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026
—
—Primary metric
0
Mar 20, 2026