Federated Recommendation on Recommendation Dataset
6Time per EpochFedPerGNN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedPerGNN2026.03 | 6 | 200 | 15 | 18.8 | |
| LPSFedBackbone=LGCN, Optimization/Loss Function=BPR2026.03 | 19 | 130 | 40 | 6.2 | |
| LPSFedBackbone=LGCN2026.03 | 19 | 130 | 39 | 6.2 | |
| FedAvgBackbone=LGCN2026.03 | 20 | 90 | 30 | 6.2 | |
| FedSSPBackbone=LGCN2026.03 | 20 | 150 | 50 | 6.2 | |
| FedMF2026.03 | 23 | 150 | 59 | 6.2 | |
| FedPUBBackbone=LGCN2026.03 | 25 | 90 | 37 | 10.2 | |
| FedHGNN2026.03 | 36 | 100 | 1 | 0.6 | |
| PFedRec2026.03 | 38 | 135 | 87 | 1.4 | |
| F2MF2026.03 | 39 | 100 | 65 | 6.4 | |
| FedRAP2026.03 | 73 | 160 | 195 | 1.6 |