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Image Classification on Tiny-ImageNet Dirichlet alpha=0.1 (test)

57.95Test Accuracy

FedPAC_Muon

Updated 18d ago

Evaluation Results

Method	Links
FedPAC_Muon 2026.02		57.95
FedPAC_SOAP 2026.02		55.62
Local SOAP 2026.02		54.42
Local Muon 2026.02		52.83
SCAFFOLD 2026.02		47.76
FedAvg 2026.02		47.48
Local AdamW 2026.02		44.01
FedPAC_Sophia 2026.02		43.81
Local Sophia 2026.02		41.23
FedCM 2026.02		41.16
FedPAC_SOAP 2026.02		34.32
Local SOAP 2026.02		33.3
SpecGradFilter 2026.07		31.55
FedPAC_Muon 2026.02		31.45
Local Muon 2026.02		30.51
FedDyn 2026.07		30.32
SCAFFOLD 2026.07		27.18
FedAvg 2026.07		25.82
FedDisco 2026.07		25.76
FedLWS 2026.07		25.73
DFedPGP 2024.05		25.71
FedAWA 2026.07		25.65
FedBABU 2024.05		25.59
FedSAM 2026.07		25.56
FedAvg 2024.05		25.55
FedProx 2026.07		25.47
OSGP 2024.05		25.29
Dis-PFL 2024.05		24.71
DFedAvgM 2024.05		24.42
Local AdamW 2026.02		24.31
FedPAC_Sophia 2026.02		23.01
Local Sophia 2026.02		22.49
Ditto 2024.05		21.71
FedPer 2024.05		21.64
FedRep 2024.05		17.54
SCAFFOLD 2026.02		15.7
FedAvg 2026.02		15.68
FedCM 2026.07		14.33
Local 2024.05		12.13
FedCM 2026.02		8.88