Recommendation on Amazon Health (IID) (Recall@20, NDCG@20)
18.75Recall@20DSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DSLBackbone=LightGCN2026.02 | 18.75 | 13.57 | |
| DSLBackbone=MF2026.02 | 18.71 | 13.5 | |
| AdvInfoNCEBackbone=MF2026.02 | 17.57 | 12.82 | |
| SL@KBackbone=MF2026.02 | 17.56 | 13.55 | |
| SLBackbone=MF2026.02 | 17.49 | 12.61 | |
| BSLBackbone=MF2026.02 | 17.49 | 12.61 | |
| SL@KBackbone=LightGCN2026.02 | 17.23 | 13.11 | |
| PSLBackbone=MF2026.02 | 17.13 | 12.7 | |
| AdvInfoNCEBackbone=LightGCN2026.02 | 17.04 | 12.17 | |
| SLBackbone=LightGCN2026.02 | 17.03 | 12.3 | |
| BSLBackbone=LightGCN2026.02 | 17.03 | 12.3 | |
| LLPAUCBackbone=LightGCN2026.02 | 16.58 | 11.73 | |
| LLPAUCBackbone=MF2026.02 | 16.27 | 11.85 | |
| PSLBackbone=LightGCN2026.02 | 16.19 | 11.84 | |
| GuidedRecBackbone=MF2026.02 | 14.78 | 10.02 | |
| GuidedRecBackbone=LightGCN2026.02 | 13.58 | 8.92 | |
| BPRBackbone=MF2026.02 | 12.4 | 8.15 | |
| BPRBackbone=LightGCN2026.02 | 11.77 | 7.59 |