income
Benchmarks
TaskDatasetSOTA resultTrendResults
Income
0W1 Distance
45
income IC 1995 (test)
0.925AUROC
39
Income (test)
87.39Test Accuracy
34
Income (test)
78F1 Score
27
Income
0.928AUC
19
Income
0.794C2ST (AUC)
18
Income (test)
0.192Disparate Impact (DP)
14
Income (test)
0.95PP
14
Income
100PICP
10
income
92.3AUC
10
Income
0.06MPE
9
Income
99.98Accuracy
8
income (hold-out test)
-0.3LPPD
8
Income
0.68R^2
7
Income sex (test)
67.66F1 Score
7
Income race (test)
67.66F1 Score
7
Income
0.023MMD
7
Income
0.866AUROC
7
Income
69.16F1 Score
7
Income (INC)
1.8Marginal Prediction Length
6
Income (INC)
1.8WSC Prediction Length
6
Income
0.79Running Time (s)
5
Income
0.19KSComp
5
Income OoD
39.8Bias (Acc)
1
Income ID
32.1Bias Accuracy
1