Text-to-Image Retrieval on IAPR TC-12 (test)
38.74R@1RCSR-p
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RCSR-pMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.04 | 38.74 | 60.82 | |
| RCSRMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.04 | 35.16 | 58.46 | |
| CreamFLMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.04 | 31.86 | 55.84 | |
| pFedMMAMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.04 | 31.48 | 55.52 | |
| FedProxMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.04 | 30.64 | 54.36 | |
| MFCPLMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.04 | 30.28 | 53.94 | |
| FedAvgMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=false2026.04 | 29.78 | 53.42 | |
| FedMEKTMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.04 | 29.53 | 53.12 | |
| MOONMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.04 | 28.96 | 52.46 | |
| FedPerMissing Modality Rate=50%, Client Participation Rate=50%, Number of Clients=30, Communication Rounds=200, alpha (Dirichlet coefficient)=0.1, Personalization=true2026.04 | 27.82 | 51.38 |