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ResearchFormerly WizWand

Text-to-Image Retrieval on IAPR TC-12 (test)

38.74R@1RCSR-p
27.383230.331633.2836.2284Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RCSR-pMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.0438.7460.82
RCSRMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.0435.1658.46
CreamFLMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.0431.8655.84
pFedMMAMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.0431.4855.52
FedProxMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.0430.6454.36
MFCPLMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.0430.2853.94
FedAvgMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.0429.7853.42
FedMEKTMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.0429.5353.12
MOONMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.0428.9652.46
FedPerMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.0427.8251.38