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Image Classification on CIFAR-100 IID

73.98Accuracy

centralized learning

Updated 1mo ago

Evaluation Results

Method	Links
centralized learning 2022.03		73.98
FedPAC_Muon 2026.02		72.79
Local Muon 2026.02		72.78
Local SOAP 2026.02		71.98
FedCM 2026.02		71.12
FedPAC_SOAP 2026.02		69.79
SCAFFOLD 2026.02		66.04
FedAvg 2026.02		65.04
FedPAC_Sophia 2026.02		64.9
Local AdamW 2026.02		64.37
FedPM 2026.02		62.86
Fed-Sophia 2026.02		62.56
Local Sophia 2026.02		62.17
FedFTG 2022.03		56.94
A-FedPDSAM 2024.09		55.56
FedSpeed 2024.09		55.3
A-FedPDSAM 2024.09		55.3
FedSpeed 2024.09		54.01
SCAFFOLD 2022.03		53.32
FedDyn 2022.03		53.27
FedDyn 2024.09		53.22
MOON 2022.03		52.51
FedDF 2022.03		52.12
A-FedPD 2024.09		51.41
FedProx 2022.03		51.25
SCAFFOLD 2024.09		50.69
FedGen 2022.03		50.38
FedAvg 2022.03		50.29
FedDyn 2024.09		50.27
FedCM 2024.09		50.04
SCAFFOLD 2024.09		49.65
FedSAM 2024.09		48.66
A-FedPD 2024.09		48.15
FedAvg 2024.09		44.68
HO-SFL 2026.03		44.2
FedCM 2024.09		43.33
SFL 2026.03		43.2
FedSAM 2024.09		43.02
FedAvg 2024.09		40.11
FSL SAGE 2026.03		8.3
Mu-SplitFed 2026.03		1.3
SFL-ZO 2026.03		1.2