Recommendation on Epinions
0.136R@20TPSC-FO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TPSC-FO2026.02 | 0.136 | — | — | — | — | — | — | — | 0.098 | 0.1183 | |
| PSP-NSBackbone=LightGCN2026.02 | 0.1301 | — | — | — | — | — | 0.045 | 0.1538 | — | — | |
| TPSC2026.02 | 0.129 | — | — | — | — | — | — | — | 0.0913 | 0.1122 | |
| MixGCF2026.02 | 0.1248 | — | — | — | — | — | — | — | 0.0817 | 0.093 | |
| DNS(M,N)Backbone=LightGCN2026.02 | 0.1233 | — | — | — | — | — | 0.0359 | 0.1526 | — | — | |
| FO2026.02 | 0.1211 | — | — | — | — | — | — | — | 0.0803 | 0.0896 | |
| DNS2026.02 | 0.12 | — | — | — | — | — | — | — | 0.0772 | 0.0884 | |
| DNSBackbone=LightGCN2026.02 | 0.1194 | — | — | — | — | — | 0.0347 | 0.1478 | — | — | |
| MixGCFBackbone=LightGCN2026.02 | 0.1183 | — | — | — | — | — | 0.0347 | 0.147 | — | — | |
| PLDBackbone=LightGCN2026.02 | 0.118 | — | — | — | — | — | 0.0343 | 0.1499 | — | — | |
| PLD2026.02 | 0.1168 | — | — | — | — | — | — | — | 0.0772 | 0.0855 | |
| AHNSBackbone=LightGCN2026.02 | 0.1166 | — | — | — | — | — | 0.034 | 0.147 | — | — | |
| AHNS2026.02 | 0.1166 | — | — | — | — | — | — | — | 0.0751 | 0.0862 | |
| DNS(M,N)2026.02 | 0.1158 | — | — | — | — | — | — | — | 0.0775 | 0.0877 | |
| DeCABackbone=LightGCN2026.02 | 0.1133 | — | — | — | — | — | 0.0329 | 0.146 | — | — | |
| DeCA2026.02 | 0.1133 | — | — | — | — | — | — | — | 0.0727 | 0.082 | |
| T-CEBackbone=LightGCN2026.02 | 0.1117 | — | — | — | — | — | 0.032 | 0.1411 | — | — | |
| DCFBackbone=LightGCN2026.02 | 0.1115 | — | — | — | — | — | 0.0323 | 0.143 | — | — | |
| DCF2026.02 | 0.1115 | — | — | — | — | — | — | — | 0.0712 | 0.0806 | |
| RNS2026.02 | 0.1103 | — | — | — | — | — | — | — | 0.0709 | 0.0807 | |
| RNSBackbone=LightGCN2026.02 | 0.1093 | — | — | — | — | — | 0.032 | 0.1401 | — | — | |
| T-CE2026.02 | 0.1064 | — | — | — | — | — | — | — | 0.0684 | 0.0758 | |
| R-CEBackbone=LightGCN2026.02 | 0.1056 | — | — | — | — | — | 0.03 | 0.1349 | — | — | |
| R-CE2026.02 | 0.1056 | — | — | — | — | — | — | — | 0.0661 | 0.0743 | |
| SRNS2026.02 | 0.1051 | — | — | — | — | — | — | — | 0.0659 | 0.0752 | |
| APDA2024.01 | — | 0.0859 | 0.1471 | 0.0366 | 0.5188 | 0.4983 | — | — | — | — | |
| HetroFairmode=proposed2024.01 | — | 0.0895 | 0.1525 | 0.0379 | 0.4706 | 0.4384 | — | — | — | — | |
| HetroFair (w/o Hetro)mode=ablation2024.01 | — | 0.0889 | 0.1522 | 0.0377 | 0.5054 | 0.4573 | — | — | — | — | |
| LightGCN2024.01 | — | 0.0789 | 0.1361 | 0.0329 | 0.5233 | 0.5129 | — | — | — | — | |
| PC2024.01 | — | 0.0778 | 0.1336 | 0.0324 | 0.5168 | 0.5071 | — | — | — | — | |
| PopGo2024.01 | — | 0.0879 | 0.1515 | 0.0376 | 0.5976 | 0.5475 | — | — | — | — | |
| r-AdjNorm2024.01 | — | 0.0798 | 0.1369 | 0.0339 | 0.5077 | 0.5366 | — | — | — | — | |
| Reg2024.01 | — | 0.0746 | 0.1288 | 0.0307 | 0.5114 | 0.5065 | — | — | — | — |