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ResearchFormerly WizWand

Image Classification on CIFAR100 Cross-Silo (K=10) α = 0.1

59.71AccuracyFedU2-BYOL
17.860428.725239.5950.4548Mar 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FedU2-BYOLEvaluation Protocol=LP2024.0359.71
FedU-BYOLEvaluation Protocol=LP2024.0358.02
FedEMA-BYOLEvaluation Protocol=LP2024.0357.25
FedU2-SimCLREvaluation Protocol=LP2024.0356.56
FedU2-SimsiamEvaluation Protocol=LP2024.0356.55
FedU2-BYOLEvaluation Protocol=FT 10%2024.0353.87
FedX-SimCLREvaluation Protocol=LP2024.0351.67
FedSimCLREvaluation Protocol=LP2024.0351.62
OrchestraEvaluation Protocol=LP2024.0351.31
L-DAWA-SimCLREvaluation Protocol=LP2024.0351.11
FedEMA-BYOLEvaluation Protocol=FT 10%2024.0350.33
FedSimsiamEvaluation Protocol=LP2024.0349.81
OrchestraEvaluation Protocol=FT 10%2024.0348.85
FedBYOLEvaluation Protocol=LP2024.0348.78
FedU2-SimsiamEvaluation Protocol=FT 10%2024.0348.75
FedU-BYOLEvaluation Protocol=FT 10%2024.0348.12
FedU2-SimCLREvaluation Protocol=FT 10%2024.0347.99
FedDecorr-SimsiamEvaluation Protocol=LP2024.0347.93
FedDecorr-SimsiamEvaluation Protocol=FT 10%2024.0345.21
L-DAWA-SimCLREvaluation Protocol=FT 10%2024.0345.02
FedSimsiamEvaluation Protocol=FT 10%2024.0343.08
FedBYOLEvaluation Protocol=FT 10%2024.0342.82
FedX-SimCLREvaluation Protocol=FT 10%2024.0342.38
FedSimCLREvaluation Protocol=FT 10%2024.0341.6
FedU2-BYOLEvaluation Protocol=FT 1%2024.0334.83
FedU2-SimsiamEvaluation Protocol=FT 1%2024.0331.42
FedEMA-BYOLEvaluation Protocol=FT 1%2024.0330.03
FedU-BYOLEvaluation Protocol=FT 1%2024.0328.38
OrchestraEvaluation Protocol=FT 1%2024.0326.36
FedU2-SimCLREvaluation Protocol=FT 1%2024.0326.11
FedSimsiamEvaluation Protocol=FT 1%2024.0321.64
L-DAWA-SimCLREvaluation Protocol=FT 1%2024.0321.07
FedDecorr-SimsiamEvaluation Protocol=FT 1%2024.0320.53
FedBYOLEvaluation Protocol=FT 1%2024.0319.79
FedX-SimCLREvaluation Protocol=FT 1%2024.0319.65
FedSimCLREvaluation Protocol=FT 1%2024.0319.47