Recommendation on Gowalla weak generalization
18.72Recall@20SimpleX
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SimpleXModel Category=Deep learning based models2026.03 | 18.72 | 15.57 | |
| SSM (GNN)Model Category=Deep learning based models2026.03 | 18.69 | 15.71 | |
| DEQL(L2)Model Category=LAE-based models2026.03 | 18.45 | 15.4 | |
| EDLAEModel Category=LAE-based models2026.03 | 18.44 | 15.39 | |
| DEQL(L2+zero-diag)Model Category=LAE-based models2026.03 | 18.44 | 15.39 | |
| DGCFModel Category=Deep learning based models2026.03 | 18.42 | 15.61 | |
| DLAEModel Category=LAE-based models2026.03 | 18.39 | 15.33 | |
| LightGCNModel Category=Deep learning based models2026.03 | 18.3 | 15.54 | |
| EASEModel Category=LAE-based models2026.03 | 17.65 | 14.67 | |
| ELSAModel Category=LAE-based models2026.03 | 17.55 | 14.9 | |
| DEQL(plain)Model Category=LAE-based models2026.03 | 17.49 | 14.53 | |
| PinSageModel Category=Deep learning based models2026.03 | 13.8 | 11.96 | |
| SSM (MF)Model Category=Deep learning based models2026.03 | 12.31 | 8.78 |