Table 21.

Mitigation Results.

Method	Overall Acc (%)	Low Par. Ed Acc (%)	High Par. Ed Acc (%)	FNR Gap	Demo. Parity
No mitigation	99.6	99.3	99.8	0.5%	0.008
Reweighting	99.5	99.4	99.6	0.2%	0.003
Adversarial debiasing	99.3	99.3	99.4	0.1%	0.001