List your company
ResearchFormerly WizWand

Accuracy on CelebA (Image Classification)

91.55AccuracyFedXDS
75.346879.553483.7687.9666May 30, 2026Jun 4, 2026Jun 9, 2026Jun 14, 2026Jun 19, 2026Jun 24, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedXDSvariant=LRP2026.0691.55
FedFed2026.0690.76
FedFTG2026.0690.31
FedSAM2026.0690.03
FedDISCO2026.0689.78
FedGen2026.0689.65
FedAux2026.0689.27
FedDF2026.0688.56
FedDyn2026.0688.13
FedProx2026.0687.79
FedAvg2026.0687.23
SCAFFOLD2026.0686.36
Ours (MTS)Selection Type=Soft2026.0585.01
Aux-Clf (Val)Selection Type=Soft2026.0584.47
Aux-Clf (Val)Selection Type=Hard2026.0584.3
GraNdSelection Type=Hard2026.0581.01
GraNdSelection Type=Soft2026.0580.24
NormSimSelection Type=Soft2026.0579.05
NormSimSelection Type=Hard2026.0578.63
ForgettingSelection Type=Soft2026.0578.63
No Selection2026.0578.52
ForgettingSelection Type=Hard2026.0578.45
CLIP SimilaritySelection Type=Soft2026.0578.42
CLIP SimilaritySelection Type=Hard2026.0578
Aux-ClfSelection Type=Hard2026.0577.37
Aux-ClfSelection Type=Soft2026.0576.98
MetaWeightNetSelection Type=Soft2026.0576.04
Importance WeightSelection Type=Soft2026.0575.97