Recommender Systems on Amazon-books (Metrics at K=10 and K=20)
11.67Recall@10HERec
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HERec2024.11 | 11.67 | 9.02 | 16.82 | 10.69 | 52.55 | 12.096 | 87 | 57.54 | 12.254 | 87.58 | |
| HICF2024.11 | 11.13 | 8.62 | 15.99 | 10.22 | 47.02 | 11.922 | 85.61 | 52.61 | 12.129 | 86.6 | |
| LightGCL2024.11 | 10.75 | 8.46 | 15.15 | 9.91 | 46.51 | 11.511 | 85.23 | 49.74 | 11.941 | 87.28 | |
| HCCF2024.11 | 10.45 | 8.13 | 14.88 | 9.62 | 50.08 | 11.814 | 85.79 | 54.33 | 12.137 | 87.46 | |
| HGCF2024.11 | 10.13 | 7.59 | 15.11 | 9.21 | 47.42 | 11.577 | 86.23 | 50.41 | 11.732 | 85.85 | |
| SimGCL2024.11 | 9.97 | 7.62 | 14.78 | 9.18 | 42.86 | 10.341 | 77.57 | 48.02 | 10.915 | 80.76 | |
| TAG-CF2024.11 | 9.86 | 7.55 | 14.68 | 9.12 | 40.9 | 10.915 | 78.99 | 45.17 | 11.465 | 82.27 | |
| LightGCN2024.11 | 9.5 | 7.26 | 14.28 | 8.84 | 44.69 | 9.8554 | 74.29 | 45.04 | 10.485 | 77.98 |