Federated Recommendation on KU
30.18RecallMDiffFR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MDiffFR@k=1002025.12 | 30.18 | 0.67 | 9.24 | |
| IPFedRec@k=1002025.12 | 22.84 | 0.48 | 7.49 | |
| Light-MDiffFR@k=1002025.12 | 22.21 | 0.51 | 6.97 | |
| MDiffFR@k=502025.12 | 19.46 | 0.85 | 7.07 | |
| Light-MDiffFR@k=502025.12 | 18.24 | 0.83 | 6.94 | |
| IFedNCF@k=1002025.12 | 14.78 | 0.38 | 6.01 | |
| IPFedRec@k=502025.12 | 14.51 | 0.58 | 5.38 | |
| MDiffFR@k=202025.12 | 10.04 | 1.08 | 4.37 | |
| CS_FCF@k=1002025.12 | 8.41 | 0.21 | 3.18 | |
| IFedNCF@k=502025.12 | 8.39 | 0.42 | 4.08 | |
| Light-MDiffFR@k=202025.12 | 8.24 | 0.91 | 3.35 | |
| CS_FedNCF@k=1002025.12 | 8.12 | 0.21 | 2.97 | |
| IPFedRec@k=202025.12 | 7.05 | 0.72 | 3.48 | |
| CS_FedNCF@k=502025.12 | 3.92 | 0.22 | 1.82 | |
| CS_FCF@k=502025.12 | 3.88 | 0.19 | 1.89 | |
| IFedNCF@k=202025.12 | 3.77 | 0.44 | 2.29 | |
| CS_FCF@k=202025.12 | 1.32 | 0.19 | 1.04 | |
| CS_FedNCF@k=202025.12 | 1.12 | 0.18 | 0.88 |