Federated Recommendation on Food
35.92RecallMDiffFR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MDiffFR@k=1002025.12 | 35.92 | 0.57 | 11.76 | |
| Light-MDiffFR@k=1002025.12 | 34.16 | 0.54 | 10.27 | |
| CS_FCF@k=1002025.12 | 32.51 | 0.57 | 9.59 | |
| IFedNCF@k=1002025.12 | 32.25 | 0.51 | 10.48 | |
| IPFedRec@k=1002025.12 | 30.29 | 0.47 | 9.48 | |
| CS_FedNCF@k=1002025.12 | 29.61 | 0.52 | 8.29 | |
| MDiffFR@k=502025.12 | 19.23 | 0.62 | 8.08 | |
| Light-MDiffFR@k=502025.12 | 19.11 | 0.6 | 7.26 | |
| CS_FCF@k=502025.12 | 16.7 | 0.58 | 6.2 | |
| IFedNCF@k=502025.12 | 16.18 | 0.51 | 6.59 | |
| CS_FedNCF@k=502025.12 | 16.08 | 0.55 | 5.67 | |
| IPFedRec@k=502025.12 | 14.28 | 0.45 | 5.62 | |
| Light-MDiffFR@k=202025.12 | 8.78 | 0.69 | 4.27 | |
| MDiffFR@k=202025.12 | 7.5 | 0.6 | 4 | |
| CS_FCF@k=202025.12 | 6.77 | 0.59 | 3.49 | |
| IFedNCF@k=202025.12 | 6.47 | 0.5 | 3.55 | |
| IPFedRec@k=202025.12 | 5.76 | 0.45 | 3.15 | |
| CS_FedNCF@k=202025.12 | 4.96 | 0.42 | 2 |