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ResearchFormerly WizWand

Image Classification on CIFAR10 Cross-Device (K=100) α = 0.1

75.33AccuracyFedU2-Simsiam
33.542844.391455.2466.0886Mar 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FedU2-SimsiamEvaluation Protocol=FT 10%2024.0375.33
FedU2-BYOLEvaluation Protocol=FT 10%2024.0374.93
FedEMA-BYOLEvaluation Protocol=FT 10%2024.0374.76
FedU-BYOLEvaluation Protocol=FT 10%2024.0374.62
FedBYOLEvaluation Protocol=FT 10%2024.0374.01
FedU2-SimCLREvaluation Protocol=FT 10%2024.0370.76
FedSimsiamEvaluation Protocol=FT 10%2024.0370.46
FedX-SimCLREvaluation Protocol=FT 10%2024.0370.18
L-DAWA-SimCLREvaluation Protocol=FT 10%2024.0369.89
FedU2-SimsiamEvaluation Protocol=LP2024.0368.5
FedSimCLREvaluation Protocol=FT 10%2024.0368.33
FedU2-BYOLEvaluation Protocol=LP2024.0367.62
FedX-SimCLREvaluation Protocol=LP2024.0367.33
FedU2-SimCLREvaluation Protocol=LP2024.0366.49
FedSimCLREvaluation Protocol=LP2024.0365.76
L-DAWA-SimCLREvaluation Protocol=LP2024.0365.63
OrchestraEvaluation Protocol=FT 10%2024.0362.97
FedEMA-BYOLEvaluation Protocol=LP2024.0362.27
FedBYOLEvaluation Protocol=LP2024.0361.46
FedSimsiamEvaluation Protocol=LP2024.0360.49
FedU-BYOLEvaluation Protocol=LP2024.0360.15
FedDecorr-SimsiamEvaluation Protocol=FT 10%2024.0358.68
FedU2-SimsiamEvaluation Protocol=FT 1%2024.0356.43
FedEMA-BYOLEvaluation Protocol=FT 1%2024.0354.91
FedU2-BYOLEvaluation Protocol=FT 1%2024.0354.74
FedBYOLEvaluation Protocol=FT 1%2024.0354.36
FedU-BYOLEvaluation Protocol=FT 1%2024.0353.53
FedU2-SimCLREvaluation Protocol=FT 1%2024.0351.77
FedSimCLREvaluation Protocol=FT 1%2024.0351.18
FedX-SimCLREvaluation Protocol=FT 1%2024.0349.96
L-DAWA-SimCLREvaluation Protocol=FT 1%2024.0349.66
FedSimsiamEvaluation Protocol=FT 1%2024.0344.45
FedDecorr-SimsiamEvaluation Protocol=LP2024.0343.18
OrchestraEvaluation Protocol=FT 1%2024.0341.62
OrchestraEvaluation Protocol=LP2024.0338.66
FedDecorr-SimsiamEvaluation Protocol=FT 1%2024.0335.15