Recommendation on HetRec 2011
70.56HR@10UFGraphFR-Lite
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UFGraphFR-LiteRecommendation Setting=Federated2025.01 | 70.56 | 44.95 | |
| UFGraphFRRecommendation Setting=Federated2025.01 | 70.42 | 45.17 | |
| GPFedRecRecommendation Setting=Federated2025.01 | 69.71 | 43.17 | |
| PFedRecRecommendation Setting=Federated2025.01 | 67.2 | 42.7 | |
| MFRecommendation Setting=Centralized2025.01 | 66.07 | 41.21 | |
| SGLRecommendation Setting=Centralized2025.01 | 65.12 | 40.18 | |
| NCFRecommendation Setting=Centralized2025.01 | 64.74 | 39.55 | |
| FedMFRecommendation Setting=Federated2025.01 | 64.69 | 40.29 | |
| FedReconRecommendation Setting=Federated2025.01 | 61.57 | 34.2 | |
| FedNCFRecommendation Setting=Federated2025.01 | 60.86 | 36.27 | |
| MetaMFRecommendation Setting=Federated2025.01 | 54.52 | 32.36 | |
| FedLightGCNRecommendation Setting=Federated2025.01 | 22.65 | 7.96 |