Top-K Recommendation on Gowalla (Recall@20, Recall@50, Recall@80)
20.78Recall@20Talos
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TalosBackbone=MF, Optimization Target K=202026.01 | 20.78 | 32.02 | 38.94 | |
| TalosBackbone=MF, Optimization Target K=502026.01 | 20.78 | 32.12 | 39.07 | |
| TalosBackbone=MF, Optimization Target K=802026.01 | 20.74 | 32.11 | 39.11 | |
| PSLBackbone=MF2026.01 | 20.38 | 31.92 | 39.02 | |
| SLBackbone=MF2026.01 | 20.17 | 31.85 | 39 | |
| BSLBackbone=MF2026.01 | 20.17 | 31.85 | 39 | |
| AdvInfoNCEBackbone=MF2026.01 | 20.13 | 31.83 | 39 | |
| SmoothI@KBackbone=MF, Optimization Target K=K2026.01 | 18.82 | 30.27 | 36.25 | |
| LLPAUCBackbone=MF2026.01 | 18.47 | 29.27 | 36.4 | |
| RS@KBackbone=MF, Optimization Target K=K2026.01 | 12.18 | 10.59 | 24.06 | |
| AATPBackbone=MF2026.01 | 10.62 | 20.68 | 21.6 |