RFW
Benchmarks
TaskDatasetSOTA resultTrendResults
RFW
99.51Min-Group AUROC
66
RFW
0.051Worst-group Brier Score
66
RFW
0.966TMR @ FMR 1e-3
36
RFW headline settings
98.9AUROC
33
RFW (test)
99.71AUROC (%)
33
RFW
98.57Accuracy (Caucasian)
23
RFW
0.13Equal Opportunity (EO)
22
RFW (test)
98.95AUROC
22
RFW
0.039Brier Score
21
RFW (test)
6.7EO Gap (0.1%)
11
RFW (test)
98.95AUROC (%)
11
RFW (test)
70.85Accuracy (African)
9
RFW Group D
5.3FMR
8
RFW Group C
6.4FMR
8
RFW Group B
2.4FMR
8
RFW Group A
0.5FMR
8
RFW Indian (test)
76.63TAR @ FAR=0.001
5
RFW Asian (test)
69.17TAR @ FAR=0.001
5
RFW African (test)
77.9TAR @ FAR=0.001
5
RFW Caucasian (test)
65.2TAR @ FAR=0.001
5
RFW
257.53Bias Degree (FPR=1e-5)
2