Recommendation on AmazonBook (K=10, K=50)
5.689Recall@10Full Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full Model2026.04 | 5.689 | 4.542 | 15.093 | 7.603 | |
| BACO2026.04 | 5.357 | 4.315 | 13.221 | 6.868 | |
| Leiden2026.04 | 5.174 | 4.3 | 11.927 | 6.513 | |
| GraphHash2026.04 | 5.081 | 4.264 | 11.851 | 6.477 | |
| DoubleGraphHash2026.04 | 3.708 | 2.778 | 9.221 | 4.519 | |
| SCC2026.04 | 3.622 | 2.909 | 9.869 | 4.941 | |
| SBC2026.04 | 2.389 | 1.944 | 6.508 | 3.3 | |
| LSH2026.04 | 2.287 | 1.899 | 6.26 | 3.212 | |
| LP2026.04 | 2.278 | 1.83 | 6.435 | 3.181 | |
| EBMD2026.04 | 2.182 | 1.78 | 6.052 | 3.058 | |
| CCE2026.04 | 2.117 | 1.71 | 5.937 | 2.975 | |
| ITCC2026.04 | 1.753 | 1.471 | 4.701 | 2.465 | |
| Hybrid Hashing2026.04 | 1.726 | 1.418 | 4.892 | 2.471 | |
| Random2026.04 | 1.677 | 1.445 | 4.679 | 2.448 | |
| Double Hashing2026.04 | 1.626 | 1.374 | 4.393 | 2.304 | |
| Frequency Hashing2026.04 | 1.459 | 1.243 | 4.095 | 2.127 | |
| BRIM2026.04 | 1.438 | 1.121 | 4.387 | 2.081 | |
| infomap2026.04 | 0.749 | 0.584 | 2.248 | 1.067 | |
| BiMLPA2026.04 | 0.699 | 0.545 | 2.106 | 0.996 |