| dataset,method,overall_acc,acc_gap,dpd,eod,loss_gap,magnitude |
| Adult-sex-text,Base,0.7944,0.1871,0.0000,0.0000,0.2142,0.000 |
| Adult-sex-text,Linear,0.8411,0.1208,0.1502,0.4270,0.2016,0.764 |
| Adult-sex-text,Uniform,0.8533,0.1009,0.1877,0.5405,0.1986,0.955 |
| Adult-sex-text,TIES,0.8456,0.1120,0.2341,0.5972,0.1981,1.306 |
| Adult-sex-text,LinearFull(位=1),0.8289,0.1140,0.2538,0.6240,0.2110,1.910 |
| Adult-sex-text,FairMerging,0.8444,0.1142,0.1612,0.4615,0.1977,1.204 |
| Adult-race-text,Base,0.8044,0.1182,0.0000,0.0000,0.1563,0.000 |
| Adult-race-text,Linear,0.8111,0.1248,0.1827,0.5337,0.1719,1.107 |
| Adult-race-text,Uniform,0.8044,0.1204,0.1741,0.5358,0.1874,1.384 |
| Adult-race-text,TIES,0.8193,0.1247,0.1691,0.5055,0.1657,1.046 |
| Adult-race-text,LinearFull(位=1),0.7015,0.1284,0.2053,0.5647,0.2739,2.768 |
| Adult-race-text,FairMerging,0.8304,0.1178,0.1076,0.3721,0.1507,0.652 |
| COMPAS-race-text,Base,0.5917,0.0153,0.8042,0.8730,0.0152,0.000 |
| COMPAS-race-text,Linear,0.6098,0.0489,0.6905,0.8056,0.0158,1.156 |
| COMPAS-race-text,Uniform,0.5917,0.0153,0.8042,0.8730,0.0152,0.058 |
| COMPAS-race-text,TIES,0.5917,0.0153,0.8042,0.8730,0.0152,0.097 |
| COMPAS-race-text,LinearFull(位=1),0.6098,0.0489,0.6905,0.8056,0.0158,1.156 |
| COMPAS-race-text,FairMerging,0.6784,0.0246,0.2770,0.5486,0.0289,1.723 |
| COMPAS-sex-text,Base,0.5247,0.2311,0.0000,0.0000,0.1541,0.000 |
| COMPAS-sex-text,Linear,0.6868,0.0160,0.1744,0.4453,0.0281,2.595 |
| COMPAS-sex-text,Uniform,0.6786,0.0527,0.1585,0.4152,0.0821,1.038 |
| COMPAS-sex-text,TIES,0.6786,0.0527,0.1585,0.4152,0.0813,1.212 |
| COMPAS-sex-text,LinearFull(位=1),0.6841,0.0263,0.1858,0.4497,0.0506,1.730 |
| COMPAS-sex-text,FairMerging,0.6374,0.0784,0.0557,0.2643,0.0182,1.523 |
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