Link Prediction on Bili_Dance
84.18AUCFedMPO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedMPO2026.05 | 84.18 | 86.32 | |
| FedMGSMissingness rate (rho)=0.5, Number of Clients=52026.06 | 82.46 | — | |
| FedSPA2026.05 | 82.26 | 84.18 | |
| FedLAP2026.05 | 81.76 | 83.48 | |
| S2FGL2026.05 | 81.38 | 83.07 | |
| FedPub2026.05 | 80.86 | 82.37 | |
| FedGTAMissingness rate (rho)=0.5, Number of Clients=52026.06 | 79.75 | — | |
| FedMGSMissingness rate (rho)=0.5, Number of Clients=102026.06 | 79.39 | — | |
| FedMAC2026.05 | 79.37 | 81.12 | |
| MH-pFLIDMissingness rate (rho)=0.5, Number of Clients=52026.06 | 79.32 | — | |
| FedMVP2026.05 | 78.81 | 80.26 | |
| PEPSYMissingness rate (rho)=0.5, Number of Clients=52026.06 | 78.64 | — | |
| FedLapMissingness rate (rho)=0.5, Number of Clients=52026.06 | 78.48 | — | |
| FedMACMissingness rate (rho)=0.5, Number of Clients=52026.06 | 78.45 | — | |
| FedMVPMissingness rate (rho)=0.5, Number of Clients=52026.06 | 77.47 | — | |
| FedProtoMissingness rate (rho)=0.5, Number of Clients=52026.06 | 76.88 | — | |
| FedMACMissingness rate (rho)=0.5, Number of Clients=102026.06 | 76.74 | — | |
| FedGTAMissingness rate (rho)=0.5, Number of Clients=102026.06 | 76.66 | — | |
| PEPSYMissingness rate (rho)=0.5, Number of Clients=102026.06 | 76.54 | — | |
| FedAvgMissingness rate (rho)=0.5, Number of Clients=52026.06 | 76.16 | — | |
| MH-pFLIDMissingness rate (rho)=0.5, Number of Clients=102026.06 | 75.53 | — | |
| FedMVPMissingness rate (rho)=0.5, Number of Clients=102026.06 | 75.47 | — | |
| FedProtoMissingness rate (rho)=0.5, Number of Clients=102026.06 | 74.93 | — | |
| FedAvgMissingness rate (rho)=0.5, Number of Clients=102026.06 | 74.92 | — | |
| FedGCN2026.05 | 74.77 | 76.11 | |
| FedLapMissingness rate (rho)=0.5, Number of Clients=102026.06 | 74.36 | — | |
| FedGraphSAGE2026.05 | 72.28 | 74.57 | |
| FedAvg-Zero2026.05 | 68.41 | 70.18 |