Recommendation on Food
21.36NDCG@10Best Recommendation Performance
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Best Recommendation Performance2024.04 | 21.36 | 3.77 | 17.24 | 35.96 | 0.0982 | — | |
| FedUTR-SARLearning Paradigm=Federated2026.01 | 13.03 | — | — | — | — | 25.9 | |
| FedUTRLearning Paradigm=Federated2026.01 | 12.96 | — | — | — | — | 26.22 | |
| PFedRecLearning Paradigm=Federated2026.01 | 10.02 | — | — | — | — | 21.17 | |
| FedAttLearning Paradigm=Federated2026.01 | 6.63 | — | — | — | — | 14.02 | |
| FedNCFLearning Paradigm=Federated2026.01 | 5.76 | — | — | — | — | 13.12 | |
| FedAvgLearning Paradigm=Federated2026.01 | 5.63 | — | — | — | — | 12.15 | |
| FedRAPLearning Paradigm=Federated2026.01 | 5 | — | — | — | — | 10.72 | |
| FCFLearning Paradigm=Federated2026.01 | 4.37 | — | — | — | — | 9.93 | |
| FedfastLearning Paradigm=Federated2026.01 | 4.35 | — | — | — | — | 9.91 | |
| MGCNLearning Paradigm=Centralized2026.01 | 4.32 | — | — | — | — | 8.93 | |
| BM3Learning Paradigm=Centralized2026.01 | 4.1 | — | — | — | — | 8.43 | |
| VBPRLearning Paradigm=Centralized2026.01 | 3.75 | — | — | — | — | 7.7 | |
| FedMRLearning Paradigm=Federated2026.01 | 0.67 | — | — | — | — | 1.51 |