Recommender Systems on Google-reviews (K=10 and K=20 Metrics)
10.02Recall@10HERec
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HERec2024.11 | 10.02 | 7.72 | 15.98 | 9.92 | 31.85 | 12.466 | 85.98 | 35.43 | 12.769 | 87.28 | |
| SimGCL2024.11 | 9.79 | 7.84 | 14.82 | 9.71 | 29.66 | 10.361 | 74.86 | 29.5 | 11.119 | 79.23 | |
| HICF2024.11 | 9.51 | 7.36 | 15.15 | 9.44 | 32.62 | 12.376 | 85.23 | 35.1 | 12.66 | 86.4 | |
| LightGCL2024.11 | 9.45 | 7.68 | 14.61 | 9.59 | 26.39 | 11.643 | 83.33 | 27.05 | 12.317 | 86.55 | |
| TAG-CF2024.11 | 9.42 | 7.54 | 14.47 | 9.4 | 23.76 | 10.184 | 74.85 | 24.97 | 11.031 | 79.61 | |
| LightGCN2024.11 | 9.32 | 7.45 | 14.3 | 9.29 | 24.22 | 9.9149 | 72.41 | 27.25 | 10.761 | 77.49 | |
| HCCF2024.11 | 9.23 | 7.44 | 14.46 | 9.37 | 21.95 | 10.741 | 80.56 | 24.02 | 11.561 | 84.33 | |
| HGCF2024.11 | 9.1 | 6.97 | 14.85 | 9.09 | 28.59 | 12.248 | 85.38 | 33.21 | 12.474 | 86.19 |