Top-K Recommendation on Amazon Video (test)
11.11Recall@20AlphaFree
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AlphaFreeUF (user-free)=true, IF (ID-free)=true, GF (GNN-free)=true2026.03 | 11.11 | 6.15 | |
| AlphaRecUF (user-free)=false, IF (ID-free)=true, GF (GNN-free)=false2026.03 | 10.88 | 6.05 | |
| XSimGCLUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=false2026.03 | 8.97 | 5 | |
| LightGCNUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=false2026.03 | 7.32 | 4.09 | |
| FISM-BPRUF (user-free)=true, IF (ID-free)=false, GF (GNN-free)=true2026.03 | 3.92 | 2.2 | |
| MF-BPRUF (user-free)=false, IF (ID-free)=false, GF (GNN-free)=true2026.03 | 1.77 | 0.95 |