fl-chex-benchmark / table2_fairness.csv
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Algorithm,Disease,Mean_AUC,AUC_Gap,DP_Gap,TPR_Gap
FedAvg,No Finding,0.5318,0.0587,0.0,0.0
FedAvg,Enlarged Cardiomed,0.5479,0.0775,0.0,0.0
FedAvg,Cardiomegaly,0.5386,0.0666,0.0,0.0
FedAvg,Lung Opacity,0.5343,0.0548,0.0,0.0
FedAvg,Lung Lesion,0.5694,0.1028,0.0,0.0
FedAvg,Edema,0.5304,0.0429,0.0,0.0
FedProx,No Finding,0.5078,0.0324,0.0,0.0
FedProx,Enlarged Cardiomed,0.5276,0.0138,0.0,0.0
FedProx,Cardiomegaly,0.5206,0.0108,0.0,0.0
FedProx,Lung Opacity,0.5085,0.013,0.0,0.0
FedProx,Lung Lesion,0.5456,0.0058,0.0,0.0
FedProx,Edema,0.5189,0.0158,0.0,0.0
FedAvg_Scanner,No Finding,0.4981,0.0055,0.0,0.0
FedAvg_Scanner,Enlarged Cardiomed,0.4989,0.0105,0.0,0.0
FedAvg_Scanner,Cardiomegaly,0.4988,0.0125,0.0,0.0
FedAvg_Scanner,Lung Opacity,0.4978,0.0107,0.0,0.0
FedAvg_Scanner,Lung Lesion,0.4979,0.0073,0.0,0.0
FedAvg_Scanner,Edema,0.501,0.008,0.0,0.0