Federated Recommendation on Dance
35.19RecallMDiffFR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDiffFR@k=1002025.12 | 35.19 | 0.71 | 11.76 | |
| Light-MDiffFR@k=1002025.12 | 34.98 | 0.71 | 11.85 | |
| IPFedRec@k=1002025.12 | 31.73 | 0.63 | 10.56 | |
| IFedNCF@k=1002025.12 | 28.5 | 0.57 | 9.84 | |
| CS_FedNCF@k=1002025.12 | 24.75 | 0.5 | 8.32 | |
| CS_FCF@k=1002025.12 | 23.24 | 0.47 | 8.11 | |
| MDiffFR@k=502025.12 | 21.37 | 0.87 | 8.74 | |
| Light-MDiffFR@k=502025.12 | 18.98 | 0.78 | 8.38 | |
| IPFedRec@k=502025.12 | 17.69 | 0.7 | 7.36 | |
| IFedNCF@k=502025.12 | 15.18 | 0.61 | 6.51 | |
| CS_FedNCF@k=502025.12 | 12.63 | 0.53 | 5.23 | |
| CS_FCF@k=502025.12 | 11.92 | 0.48 | 5.03 | |
| MDiffFR@k=202025.12 | 10.29 | 1.05 | 5.94 | |
| IPFedRec@k=202025.12 | 8.57 | 0.83 | 4.89 | |
| Light-MDiffFR@k=202025.12 | 6.3 | 0.67 | 4.17 | |
| IFedNCF@k=202025.12 | 5.95 | 0.61 | 3.71 | |
| CS_FCF@k=202025.12 | 4.66 | 0.47 | 2.69 | |
| CS_FedNCF@k=202025.12 | 4.26 | 0.45 | 2.42 |