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ResearchFormerly WizWand

Modality Match on Bili Food

85.32AUCFedMGS
53.402461.688769.97578.2613Jun 18, 2026Jun 20, 2026Jun 22, 2026Jun 24, 2026Jun 26, 2026Jun 28, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FedMGSMissingness rate (rho)=0.5, Number of Clients=102026.0685.32
FedGTAMissingness rate (rho)=0.5, Number of Clients=102026.0680.73
FedMGSMissingness rate (rho)=0.5, Number of Clients=52026.0680.34
PEPSYMissingness rate (rho)=0.5, Number of Clients=102026.0679.67
FedProtoMissingness rate (rho)=0.5, Number of Clients=102026.0679.54
MH-pFLIDMissingness rate (rho)=0.5, Number of Clients=102026.0679.54
FedMACMissingness rate (rho)=0.5, Number of Clients=102026.0679.35
FedAvgMissingness rate (rho)=0.5, Number of Clients=102026.0678.57
FedMVPMissingness rate (rho)=0.5, Number of Clients=102026.0676.78
FedLapMissingness rate (rho)=0.5, Number of Clients=102026.0676.54
PEPSYMissingness rate (rho)=0.5, Number of Clients=52026.0675.41
FedMACMissingness rate (rho)=0.5, Number of Clients=52026.0674.54
MH-pFLIDMissingness rate (rho)=0.5, Number of Clients=52026.0674.34
FedGTAMissingness rate (rho)=0.5, Number of Clients=52026.0673.82
FedMVPMissingness rate (rho)=0.5, Number of Clients=52026.0673.43
FedProtoMissingness rate (rho)=0.5, Number of Clients=52026.0672.97
FedLapMissingness rate (rho)=0.5, Number of Clients=52026.0672.63
FedAvgMissingness rate (rho)=0.5, Number of Clients=52026.0671.61
FedLABDescription=Ours2026.0665.6
FedMVPDescription=MM2026.0658.97
FedBookDescription=GFM2026.0658.91
FedGFM+Description=FGL2026.0658.23
Fed-GraphCLIPDescription=GFM2026.0658.04
Fed-MHGATDescription=GNN2026.0657.9
Fed-GFTDescription=GFM2026.0657.67
Fed-MGNetDescription=MM2026.0657.43
FedMACDescription=FL2026.0657.4
FedAvgDescription=FL2026.0654.63