Recommendation on Health (Recall@20, NDCG@20)
19.08Recall@20CW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CWBackbone=MF2026.01 | 19.08 | 14.81 | |
| CWBackbone=LightGCN2026.01 | 18.27 | 14.54 | |
| SL@KBackbone=MF2026.01 | 18.23 | 13.9 | |
| CWBackbone=XSimGCL2026.01 | 17.96 | 13.96 | |
| SL@KBackbone=LightGCN2026.01 | 17.83 | 13.71 | |
| SL@KBackbone=XSimGCL2026.01 | 17.53 | 13.32 | |
| SLBackbone=MF2026.01 | 17.19 | 12.61 | |
| BSLBackbone=MF2026.01 | 17.19 | 12.61 | |
| PSLBackbone=MF2026.01 | 17.18 | 12.68 | |
| AdvInfoNCEBackbone=LightGCN2026.01 | 17.06 | 12.64 | |
| PSLBackbone=LightGCN2026.01 | 17.01 | 12.7 | |
| SLBackbone=LightGCN2026.01 | 16.91 | 12.35 | |
| BSLBackbone=LightGCN2026.01 | 16.91 | 12.36 | |
| LLPAUCBackbone=LightGCN2026.01 | 16.85 | 12.07 | |
| AdvInfoNCEBackbone=MF2026.01 | 16.59 | 12.37 | |
| BSLBackbone=XSimGCL2026.01 | 16.49 | 12.01 | |
| LLPAUCBackbone=MF2026.01 | 16.44 | 12.09 | |
| BPRBackbone=MF2026.01 | 16.27 | 12.34 | |
| BPRBackbone=LightGCN2026.01 | 16.18 | 12.03 | |
| PSLBackbone=XSimGCL2026.01 | 15.79 | 11.43 | |
| SLBackbone=XSimGCL2026.01 | 15.34 | 11.13 | |
| LLPAUCBackbone=XSimGCL2026.01 | 15.19 | 10.83 | |
| AdvInfoNCEBackbone=XSimGCL2026.01 | 14.99 | 10.72 | |
| BPRBackbone=XSimGCL2026.01 | 14.96 | 11.08 |