Recommendation on Yelp weak generalization 2018
7.37Recall@20SSM (GNN)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSM (GNN)Model Category=Deep learning based models2026.03 | 7.37 | 6.09 | |
| SimpleXModel Category=Deep learning based models2026.03 | 7.01 | 5.75 | |
| DEQL(L2)Model Category=LAE-based models2026.03 | 6.85 | 5.76 | |
| DLAEModel Category=LAE-based models2026.03 | 6.78 | 5.7 | |
| SGL-EDModel Category=Deep learning based models2026.03 | 6.75 | 5.55 | |
| EDLAEModel Category=LAE-based models2026.03 | 6.73 | 5.65 | |
| DEQL(L2+zero-diag)Model Category=LAE-based models2026.03 | 6.72 | 5.65 | |
| EASEModel Category=LAE-based models2026.03 | 6.57 | 5.52 | |
| DGCFModel Category=Deep learning based models2026.03 | 6.54 | 5.34 | |
| LightGCNModel Category=Deep learning based models2026.03 | 6.49 | 5.3 | |
| DEQL(plain)Model Category=LAE-based models2026.03 | 6.47 | 5.43 | |
| ELSAModel Category=LAE-based models2026.03 | 6.29 | 5.41 | |
| SSM (MF)Model Category=Deep learning based models2026.03 | 5.09 | 4.04 | |
| PinSageModel Category=Deep learning based models2026.03 | 4.71 | 3.93 |