Sequential Recommendation on MovieLens 20M (R@K, N@K, MRR)
22.76R@10SinkRec
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SinkRec2026.06 | 22.76 | 28.67 | 38.62 | 64.37 | 19.73 | |
| CollectiveKV2026.06 | 21.44 | 27.23 | 37.3 | 61.13 | 18.32 | |
| FuXi-Linear2026.06 | 21.31 | 27 | 35.92 | 61.61 | 18.3 | |
| DUIA2026.06 | 21.16 | 26.94 | 35.71 | 61.52 | 18.19 | |
| MSN2026.06 | 20.98 | 26.73 | 35.39 | 61.33 | 18.05 | |
| HSTU2026.06 | 20.95 | 26.63 | 35.48 | 61.07 | 17.98 | |
| Mamba4Rec2026.06 | 18.62 | 24.26 | 32.2 | 57.65 | 15.95 | |
| TiM4Rec2026.06 | 18.5 | 24.18 | 32.06 | 57.72 | 15.84 | |
| HyTRec2026.06 | 18.14 | 23.97 | 31.68 | 56.94 | 15.47 | |
| SASRec2026.06 | 17.87 | 23.56 | 31.38 | 57.13 | 15.24 | |
| BlossomRec2026.06 | 17.42 | 23.15 | 30.56 | 55.78 | 14.76 | |
| LONGER2026.06 | 16.31 | 22.06 | 28.93 | 54.97 | 13.99 |