Recommendation on FilmTrust
82.01NDCG@10FedRecGEL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FedRecGEL2026.03 | 82.01 | 89.38 | 81.33 | 91.66 | |
| FedRAP2026.03 | 77.67 | 87.83 | 73.8 | 91.74 | |
| PerFedRec2026.03 | 76.95 | 81.77 | 66.35 | 90.52 | |
| CoFedRec2026.03 | 67.29 | 68.87 | 55.58 | 81.26 | |
| PFedRec2026.03 | 64.83 | 66.4 | 54.3 | 78.76 | |
| GPFedRec2026.03 | 64.07 | 66.56 | 53.32 | 78.57 | |
| FedNCF2026.03 | 54.2 | 66.67 | 53.09 | 69.49 | |
| RecVAESimilarity=User-Item2026.04 | 50.61 | — | — | — | |
| RecVAESimilarity=Weighted2026.04 | 50.61 | — | — | — | |
| FedMF2026.03 | 49.21 | 65.23 | 47.83 | 69.38 | |
| BPRSimilarity=User-Item2026.04 | 45.68 | — | — | — | |
| BPRSimilarity=Weighted2026.04 | 45.2 | — | — | — | |
| ALSSimilarity=Weighted2026.04 | 38.12 | — | — | — | |
| RecVAESimilarity=Item-Item2026.04 | 38.01 | — | — | — | |
| BPRSimilarity=Item-Item2026.04 | 31.88 | — | — | — | |
| ALSSimilarity=User-Item2026.04 | 28.75 | — | — | — | |
| ALSSimilarity=Item-Item2026.04 | 15.56 | — | — | — |