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ResearchFormerly WizWand

Image Classification on Rotated MNIST m=2400 (test)

96.65AccuracyLCFL
77.940482.797787.65592.5123Jul 12, 2024
Updated 4mo ago

Evaluation results

MethodLinks
LCFLIteration=602024.0796.650.64
IFCAIteration=602024.0796.410.5
LCFLIteration=302024.0795.30.84
IFCAIteration=302024.0794.950.61
FedAvgIteration=602024.0794.30.2
LCFLIteration=152024.0793.191.05
IFCAIteration=152024.0792.770.82
FedAvgIteration=302024.0792.530.27
LCFLIteration=102024.0791.051.11
IFCAIteration=102024.0790.980.96
FedAvgIteration=152024.0789.820.38
FedAvgIteration=102024.0787.510.5
LocalIteration=602024.0787.011.96
LocalIteration=302024.0785.851.86
IFCAIteration=52024.0785.481.39
LocalIteration=152024.0784.121.67
LocalIteration=102024.0782.671.55
LCFLIteration=52024.0781.051.13
FedAvgIteration=52024.0781.051.13
LocalIteration=52024.0778.661.34