Top-K Recommendation on Amazon Movie (test)
0.1267Recall@20AlphaFree
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AlphaFreeUF (user-free)=true, IF (ID-free)=true, GF (GNN-free)=true2026.03 | 0.1267 | 0.1194 | |
| AlphaRecUF (user-free)=false, IF (ID-free)=true, GF (GNN-free)=false2026.03 | 0.1219 | 0.1141 | |
| RLMRecUF (user-free)=false, IF (ID-free)=true, GF (GNN-free)=false2026.03 | 0.1046 | 0.0942 | |
| XSimGCLUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=false2026.03 | 0.0967 | 0.0866 | |
| FISM-BPRUF (user-free)=true, IF (ID-free)=false, GF (GNN-free)=true2026.03 | 0.0861 | 0.0801 | |
| LightGCNUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=false2026.03 | 0.086 | 0.0754 | |
| MF-BPRUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=true2026.03 | 0.058 | 0.0533 |