Fairness Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.036Demographic Parity
14
Mar 12, 2026
0Demographic Parity
14
Mar 12, 2026
0.192Disparate Impact (DP)
14
Mar 12, 2026
0.176Disparate Impact (DP)
14
Mar 12, 2026
-0.193DPD
12
Apr 10, 2026
81.65Accuracy
12
Feb 26, 2026
20.27Risk
11
Jun 1, 2026
30.93DP
7
Mar 12, 2026
0.027Demographic Parity Difference
5
Mar 6, 2026
45.28Risk
2
Feb 26, 2026
36.34Risk Score
2
Feb 26, 2026