Recommendation on Epinions 20% (synthetic)
8.91Recall@10TPSC-FO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TPSC-FO2026.02 | 8.91 | 9.75 | 12.59 | 10.74 | |
| TPSC2026.02 | 8.28 | 9.01 | 11.7 | 9.93 | |
| MixGCF2026.02 | 7.39 | 6.87 | 11.3 | 8.24 | |
| PLD2026.02 | 7.23 | 6.3 | 11.12 | 7.97 | |
| FO2026.02 | 7.22 | 6.65 | 11.12 | 8.04 | |
| DNS2026.02 | 6.97 | 6.48 | 10.9 | 7.88 | |
| AHNS2026.02 | 6.93 | 6.45 | 10.75 | 7.82 | |
| DCF2026.02 | 6.8 | 6.15 | 10.53 | 7.48 | |
| T-CE2026.02 | 6.75 | 6.1 | 10.39 | 7.4 | |
| DeCA2026.02 | 6.67 | 6.12 | 10.55 | 7.52 | |
| DNS(M,N)2026.02 | 6.63 | 6.2 | 9.97 | 7.39 | |
| SRNS2026.02 | 6.43 | 5.67 | 10.07 | 7.01 | |
| R-CE2026.02 | 6.42 | 5.76 | 10.05 | 7.09 | |
| RNSBackbone=LightGCN2026.02 | 6.36 | 5.89 | 10.12 | 7.24 |