Recommendation on Yelp (Ranking, Diversity, and Exposure Metrics)
7.39Recall@10HERec
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| HERec2024.11 | 7.39 | 5.97 | 12.24 | 7.62 | 38.74 | 12.155 | 87.16 | 39.61 | 12.329 | 87.73 | |
| LightGCL2024.11 | 7.09 | 5.94 | 11.41 | 7.39 | 28.56 | 11.243 | 82.81 | 30.64 | 11.823 | 85.5 | |
| HICF2024.11 | 7.09 | 5.79 | 11.69 | 7.37 | 34.78 | 11.877 | 85.57 | 37.21 | 12.147 | 86.6 | |
| SimGCL2024.11 | 7.07 | 5.86 | 11.84 | 7.48 | 33.97 | 9.8191 | 76.42 | 34.6 | 10.508 | 79.73 | |
| TAG-CF2024.11 | 6.92 | 5.71 | 11.42 | 7.22 | 23.53 | 8.4516 | 69.39 | 22.76 | 9.3108 | 74.28 | |
| HCCF2024.11 | 6.8 | 5.62 | 10.97 | 7.01 | 31.68 | 11.942 | 85.72 | 35.35 | 12.311 | 87.52 | |
| LightGCN2024.11 | 6.78 | 5.65 | 11.35 | 7.17 | 26.03 | 8.3263 | 68.42 | 22.77 | 9.1811 | 73.43 | |
| HGCF2024.11 | 6.54 | 5.1 | 10.99 | 6.65 | 31.33 | 11.977 | 87.18 | 32.89 | 12.103 | 87.47 |