Federated Recommendation on Movie
20.87RecallMDiffFR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDiffFR@k=1002025.12 | 20.87 | 39 | 6.82 | |
| IPFedRec@k=1002025.12 | 19.81 | 37 | 6.31 | |
| Light-MDiffFR@k=1002025.12 | 19.15 | 35 | 6.11 | |
| IFedNCF@k=1002025.12 | 16.73 | 31 | 5.32 | |
| CS_FCF@k=1002025.12 | 15.99 | 29 | 5.2 | |
| CS_FedNCF@k=1002025.12 | 15 | 28 | 4.82 | |
| MDiffFR@k=502025.12 | 11.05 | 42 | 4.49 | |
| Light-MDiffFR@k=502025.12 | 10.59 | 38 | 4.29 | |
| IPFedRec@k=502025.12 | 10.31 | 38 | 4.15 | |
| IFedNCF@k=502025.12 | 8.45 | 31 | 3.34 | |
| CS_FCF@k=502025.12 | 8.29 | 30 | 3.33 | |
| CS_FedNCF@k=502025.12 | 8.2 | 30 | 3.19 | |
| Light-MDiffFR@k=202025.12 | 4.8 | 41 | 2.34 | |
| MDiffFR@k=202025.12 | 4.67 | 44 | 2.6 | |
| IPFedRec@k=202025.12 | 4.28 | 39 | 2.27 | |
| IFedNCF@k=202025.12 | 3.54 | 33 | 1.89 | |
| CS_FCF@k=202025.12 | 3.11 | 29 | 1.75 | |
| CS_FedNCF@k=202025.12 | 2.53 | 25 | 1.41 |