Recommendation on Amazon Electronic (IID)
8.93Recall@20SL@K
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SL@KBackbone=MF2026.02 | 8.93 | 5.85 | |
| DSLBackbone=MF2026.02 | 8.84 | 5.77 | |
| DSLBackbone=LightGCN2026.02 | 8.5 | 5.35 | |
| SL@KBackbone=LightGCN2026.02 | 8.42 | 5.39 | |
| PSLBackbone=MF2026.02 | 8.33 | 5.37 | |
| LLPAUCBackbone=MF2026.02 | 8.29 | 5.01 | |
| BSLBackbone=MF2026.02 | 8.29 | 5.27 | |
| AdvInfoNCEBackbone=MF2026.02 | 8.26 | 5.27 | |
| SLBackbone=MF2026.02 | 8.25 | 5.31 | |
| LLPAUCBackbone=LightGCN2026.02 | 8.23 | 5.01 | |
| SLBackbone=LightGCN2026.02 | 7.74 | 4.85 | |
| BSLBackbone=LightGCN2026.02 | 7.74 | 4.85 | |
| PSLBackbone=LightGCN2026.02 | 7.66 | 4.83 | |
| AdvInfoNCEBackbone=LightGCN2026.02 | 7.59 | 4.78 | |
| GuidedRecBackbone=MF2026.02 | 6.45 | 3.83 | |
| GuidedRecBackbone=LightGCN2026.02 | 6.14 | 3.64 | |
| BPRBackbone=MF2026.02 | 4.06 | 2.36 | |
| BPRBackbone=LightGCN2026.02 | 2.97 | 1.73 |