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ResearchFormerly WizWand

Image Classification on CIFAR100 Cross-Device (K=100) α = 0.1

41.56AccuracyFedU2-SimCLR
3.91213.68623.4633.234Mar 25, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FedU2-SimCLREvaluation Protocol=LP2024.0341.56
L-DAWA-SimCLREvaluation Protocol=LP2024.0341.28
FedU2-SimsiamEvaluation Protocol=FT 10%2024.0338.22
FedX-SimCLREvaluation Protocol=LP2024.0338.11
FedU2-BYOLEvaluation Protocol=LP2024.0338.09
FedSimsiamEvaluation Protocol=FT 10%2024.0337.33
FedSimCLREvaluation Protocol=LP2024.0337.09
FedU2-SimCLREvaluation Protocol=FT 10%2024.0336.9
FedU2-BYOLEvaluation Protocol=FT 10%2024.0336.87
L-DAWA-SimCLREvaluation Protocol=FT 10%2024.0336.56
FedU-BYOLEvaluation Protocol=FT 10%2024.0336.06
FedEMA-BYOLEvaluation Protocol=FT 10%2024.0335.62
FedU2-SimsiamEvaluation Protocol=LP2024.0335.59
FedBYOLEvaluation Protocol=FT 10%2024.0334.9
FedX-SimCLREvaluation Protocol=FT 10%2024.0333.96
FedSimCLREvaluation Protocol=FT 10%2024.0331.97
FedSimsiamEvaluation Protocol=LP2024.0331.91
FedEMA-BYOLEvaluation Protocol=LP2024.0328.4
FedBYOLEvaluation Protocol=LP2024.0328.27
FedU-BYOLEvaluation Protocol=LP2024.0328.09
OrchestraEvaluation Protocol=FT 10%2024.0323.4
FedDecorr-SimsiamEvaluation Protocol=FT 10%2024.0320.6
OrchestraEvaluation Protocol=LP2024.0317.91
FedDecorr-SimsiamEvaluation Protocol=LP2024.0317.09
FedU2-SimCLREvaluation Protocol=FT 1%2024.0314.32
L-DAWA-SimCLREvaluation Protocol=FT 1%2024.0313.52
FedU2-BYOLEvaluation Protocol=FT 1%2024.0313.16
FedU2-SimsiamEvaluation Protocol=FT 1%2024.0313.08
FedSimsiamEvaluation Protocol=FT 1%2024.0312.58
FedSimCLREvaluation Protocol=FT 1%2024.0311.73
FedX-SimCLREvaluation Protocol=FT 1%2024.0311.18
FedEMA-BYOLEvaluation Protocol=FT 1%2024.0310.63
FedU-BYOLEvaluation Protocol=FT 1%2024.0310.46
FedBYOLEvaluation Protocol=FT 1%2024.0310.43
OrchestraEvaluation Protocol=FT 1%2024.036.96
FedDecorr-SimsiamEvaluation Protocol=FT 1%2024.035.36