fl-chex-benchmark / table1_main.csv
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Algorithm,Node,Mean_AUC,No Finding,Enlarged C,Cardiomega,Lung Opaci,Lung Lesio
FedAvg,YoungMale_18-35,0.5218,0.508,0.527,0.518,0.518,0.535
FedAvg,YoungFemale_18-35,0.5112,0.505,0.512,0.51,0.508,0.51
FedAvg,MiddleAge_36-59,0.5852,0.538,0.59,0.577,0.563,0.612
FedAvg,ElderlyMale_60plus,0.575,0.563,0.567,0.554,0.548,0.61
FedAvg,ElderlyFemale_60plus,0.5534,0.545,0.543,0.534,0.535,0.58
FedProx,YoungMale_18-35,0.5297,0.495,0.535,0.524,0.503,0.548
FedProx,YoungFemale_18-35,0.5274,0.492,0.53,0.524,0.501,0.542
FedProx,MiddleAge_36-59,0.5333,0.508,0.531,0.525,0.511,0.547
FedProx,ElderlyMale_60plus,0.5274,0.524,0.521,0.514,0.513,0.546
FedProx,ElderlyFemale_60plus,0.5286,0.52,0.521,0.517,0.514,0.546
FedAvg_Scanner,YoungMale_18-35,0.5003,0.5,0.498,0.498,0.498,0.501
FedAvg_Scanner,YoungFemale_18-35,0.4974,0.495,0.493,0.49,0.491,0.494
FedAvg_Scanner,MiddleAge_36-59,0.5004,0.501,0.501,0.5,0.501,0.501
FedAvg_Scanner,ElderlyMale_60plus,0.4999,0.495,0.503,0.503,0.501,0.498
FedAvg_Scanner,ElderlyFemale_60plus,0.4985,0.499,0.5,0.502,0.499,0.494