Category Recommendation on Industry Dataset Warm Users
33.6Hit Rate @ 1CCRec
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CCRec2025.12 | 33.6 | 48.85 | 55.6 | 18.03 | 12.85 | 21.29 | 34.27 | 40.73 | 26.06 | 23.63 | 19.54 | |
| TIGER2025.12 | 32.05 | 46.81 | 53.45 | 17.07 | 12.14 | 23.79 | 35.65 | 41.59 | 27.31 | 23.08 | 18.8 | |
| VAERec2025.12 | 28.06 | 42.45 | 50.87 | 15.4 | 11.65 | 20.48 | 32.12 | 39.53 | 23.68 | 20.82 | 17.99 | |
| VAERec+2025.12 | 23.77 | 39.75 | 48.35 | 14.45 | 11.03 | 16.97 | 29.66 | 37.26 | 19.81 | 19.43 | 17.02 | |
| Mamba4Rec2025.12 | 22.38 | 35.07 | 41.41 | 12.37 | 9.05 | 39.14 | 51.61 | 56.54 | 28.47 | 19.95 | 15.6 | |
| CLRec2025.12 | 16.45 | 31.65 | 39.24 | 10.55 | 7.84 | 15.82 | 31.01 | 38.61 | 16.13 | 15.74 | 13.04 | |
| MeLU2025.12 | 12.89 | 26.38 | 35.03 | 9.29 | 7.67 | 8.17 | 17.66 | 24.31 | 10 | 12.17 | 11.66 | |
| FMLPRec2025.12 | 1.32 | 4.03 | 6.72 | 1.35 | 1.37 | 0.84 | 2.57 | 4.34 | 1.02 | 1.77 | 2.08 | |
| SASRec2025.12 | 1.19 | 3.88 | 6.85 | 1.31 | 1.39 | 0.75 | 2.49 | 4.42 | 0.92 | 1.72 | 2.12 |