Category Recommendation on Industry Dataset (Cold Users)
48.19HR@1CCRec
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CCRec2025.12 | 48.19 | 58.55 | 62.61 | 21.62 | 14.14 | 33.12 | 44.58 | 48.6 | 39.26 | 29.12 | 21.91 | |
| TIGER2025.12 | 47.29 | 58 | 60.81 | 21.32 | 13.69 | 39.34 | 49.33 | 51.56 | 36.95 | 29.07 | 21.64 | |
| VAERec2025.12 | 37.39 | 50.45 | 60.36 | 17.72 | 13.15 | 30.81 | 41.9 | 50.9 | 33.78 | 24.9 | 20.9 | |
| VAERec+2025.12 | 28.83 | 44.6 | 52.25 | 15.77 | 11.98 | 22.59 | 35.6 | 44.03 | 25.33 | 21.85 | 18.84 | |
| Mamba4Rec2025.12 | 28.05 | 41.18 | 47.96 | 14.63 | 10.32 | 48.82 | 59.88 | 63.68 | 35.63 | 23.52 | 17.76 | |
| CLRec2025.12 | 15.95 | 32.98 | 39.36 | 10.99 | 7.87 | 15.96 | 32.98 | 38.51 | 15.96 | 16.49 | 13.07 | |
| MeLU2025.12 | 10.81 | 24.32 | 30.63 | 8.7 | 6.66 | 7.43 | 17.95 | 22.91 | 8.8 | 11.72 | 10.32 | |
| SASRec2025.12 | 2.25 | 4.95 | 7.65 | 1.65 | 1.53 | 1.54 | 3.4 | 5.26 | 1.83 | 2.22 | 2.37 | |
| FMLPRec2025.12 | 0.45 | 3.15 | 6.75 | 1.2 | 1.44 | 0.3 | 2.47 | 4.95 | 0.36 | 1.61 | 2.23 |