List your company
ResearchFormerly WizWand

Image Classification on MNIST (Dir(0.5))

97.12AccuracyFedAvg
-3.04780822.95729648.962474.967504Apr 17, 2026Apr 22, 2026Apr 28, 2026May 4, 2026May 9, 2026May 15, 2026May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FedAvgN=5, R=10, Partitioning=Dir 0.52026.0597.12
FibFL++N=5, R=10, Partitioning=Dir 0.52026.0586.63
FibFLN=5, R=10, Partitioning=Dir 0.52026.0580.67
RDFLN=5, R=10, Partitioning=Dir 0.52026.0578.95
FedRepN=5, R=10, Partitioning=Dir 0.52026.0577.65
FibFL+N=5, R=10, Partitioning=Dir 0.52026.0573.97
APFL2026.040.9904
FedOBP2026.040.9897
FedAvg2026.040.9889
FedALA2026.040.9888
FLOCO2026.040.985
FedPer2026.040.981
pFedFDA2026.040.978
FedRep2026.040.9716
FedDPA2026.040.9592
LG-FedAvg2026.040.9546
Local-Only2026.040.9444
FedSelect2026.040.9444
FLUTE2026.040.8048