Recommendation on Tiktok (Cold)
0.881Recall@20DIF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIFBase Model=NeuMF2026.06 | 0.881 | 0.227 | |
| RINCEBase Model=NeuMF2026.06 | 0.674 | 0.298 | |
| DECLBase Model=NeuMF2026.06 | 0.622 | 0.234 | |
| DIFBase Model=SimGCL2026.06 | 0.57 | 0.154 | |
| DIFBase Model=LightGCN2026.06 | 0.518 | 0.117 | |
| RINCEBase Model=SimGCL2026.06 | 0.466 | 0.101 | |
| RINCEBase Model=LightGCN2026.06 | 0.415 | 0.125 | |
| DECLBase Model=SimGCL2026.06 | 0.259 | 0.072 | |
| DECLBase Model=LightGCN2026.06 | 0.231 | 0.065 | |
| MWUFBase Model=SimGCL2026.06 | 0.207 | 0.06 | |
| MWUFBase Model=LightGCN2026.06 | 0.155 | 0.05 | |
| NormalBase Model=SimGCL2026.06 | 0.155 | 0.04 | |
| NormalBase Model=LightGCN2026.06 | 0.106 | 0.026 | |
| NormalBase Model=NeuMF2026.06 | 0.104 | 0.01 | |
| MWUFBase Model=NeuMF2026.06 | 0.052 | 0.013 |