Ranking Recommendation on Amazon (D1)
99.03HIT@10FHPLF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FHPLFParadigms=Federated Hash, Hash bits=64-bit2026.06 | 99.03 | 69.31 | 76.75 | |
| Neu-hashParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 98.96 | 68.42 | 76.05 | |
| RFRecParadigms=Federated Real value2026.06 | 98.93 | 68.4 | 76.02 | |
| PFedRecParadigms=Federated Real value2026.06 | 98.91 | 67.73 | 75.52 | |
| DCFParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 98.9 | 67.74 | 75.51 | |
| HS-GCNParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 98.74 | 64.58 | 73.11 | |
| VHPHDParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 98.17 | 58.77 | 68.57 | |
| LightFRParadigms=Federated Hash, Hash bits=64-bit2026.06 | 98.11 | 57.29 | 67.43 | |
| CCCFParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 96.75 | 57.46 | 67.1 | |
| DPRParadigms=Centralized Hash, Hash bits=64-bit2026.06 | 91.37 | 47.06 | 57.74 |