Top-10 Recommendation on Kindle (test)
18.86Hit Rate @10SGL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SGLLearning Paradigm=Centralized2026.03 | 18.86 | 11.88 | |
| LightGCNLearning Paradigm=Centralized2026.03 | 18.74 | 11.77 | |
| XSimGCLLearning Paradigm=Centralized2026.03 | 17.67 | 11.2 | |
| MFLearning Paradigm=Centralized2026.03 | 15.19 | 9.57 | |
| FastPFRecLearning Paradigm=Federated2026.03 | 13.99 | 8.61 | |
| PerFedRec++Learning Paradigm=Federated2026.03 | 13.53 | 7.84 | |
| PerFedRecLearning Paradigm=Federated2026.03 | 13.38 | 7.91 | |
| FedGNNLearning Paradigm=Federated2026.03 | 13.11 | 7.89 | |
| FedNCFLearning Paradigm=Federated2026.03 | 7.62 | 4.65 | |
| FedMFLearning Paradigm=Federated2026.03 | 7.12 | 4.43 |