List your company
ResearchFormerly WizWand

Image Classification on MNIST-1797

0.0066Gini CoefficientFedAvg
-0.0169880.1422310.301450.460669May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvgData Distribution=LS K=2, N=5, R=102026.050.0066
FedAvgData Distribution=LS K=3, N=5, R=102026.050.0093
FedRepData Distribution=LS K=1, N=5, R=102026.050.0107
FedAvgData Distribution=IID, N=5, R=102026.050.0115
FedAvgData Distribution=Dir 0.8, N=5, R=102026.050.0122
FibFL++Data Distribution=LS K=1, N=5, R=102026.050.0132
RDFLData Distribution=LS K=1, N=5, R=102026.050.0143
FedAvgData Distribution=Dir 0.5, N=5, R=102026.050.0152
FedRepData Distribution=IID, N=5, R=102026.050.0152
FedAvgData Distribution=LS K=1, N=5, R=102026.050.0172
FibFL+Data Distribution=IID, N=5, R=102026.050.0176
FibFL++Data Distribution=Dir 0.8, N=5, R=102026.050.0179
FibFLData Distribution=LS K=1, N=5, R=102026.050.0186
RDFLData Distribution=IID, N=5, R=102026.050.0189
FibFL++Data Distribution=IID, N=5, R=102026.050.0198
FedRepData Distribution=LS K=2, N=5, R=102026.050.0211
FibFLData Distribution=IID, N=5, R=102026.050.0212
FibFL+Data Distribution=LS K=1, N=5, R=102026.050.0227
FedAvgData Distribution=Dir 0.1, N=5, R=102026.050.0268
FibFL++Data Distribution=LS K=2, N=5, R=102026.050.0277
RDFLData Distribution=LS K=2, N=5, R=102026.050.031
FibFLData Distribution=LS K=2, N=5, R=102026.050.0316
FibFL++Data Distribution=LS K=3, N=5, R=102026.050.032
RDFLData Distribution=LS K=3, N=5, R=102026.050.0328
RDFLData Distribution=Dir 0.8, N=5, R=102026.050.0345
FibFL+Data Distribution=Dir 0.8, N=5, R=102026.050.0384
FibFLData Distribution=Dir 0.8, N=5, R=102026.050.0403
FedRepData Distribution=LS K=3, N=5, R=102026.050.0563
FibFL+Data Distribution=LS K=3, N=5, R=102026.050.0564
FibFL++Data Distribution=Dir 0.5, N=5, R=102026.050.0647
FibFL+Data Distribution=LS K=2, N=5, R=102026.050.073
FibFLData Distribution=Dir 0.5, N=5, R=102026.050.0787
FibFLData Distribution=LS K=3, N=5, R=102026.050.0789
FibFL+Data Distribution=Dir 0.5, N=5, R=102026.050.0791
FedRepData Distribution=Dir 0.5, N=5, R=102026.050.0832
RDFLData Distribution=Dir 0.5, N=5, R=102026.050.0842
FedRepData Distribution=Dir 0.8, N=5, R=102026.050.0963
FibFL+Data Distribution=Dir 0.1, N=5, R=102026.050.4659
FibFL++Data Distribution=Dir 0.1, N=5, R=102026.050.4664
FibFLData Distribution=Dir 0.1, N=5, R=102026.050.5149
RDFLData Distribution=Dir 0.1, N=5, R=102026.050.528
FedRepData Distribution=Dir 0.1, N=5, R=102026.050.5963