Recommendation on Yelp 2018 (Recall/NDCG @10 and @50)
5.602Recall@10Full Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full Model2026.04 | 5.602 | 4.334 | 16.334 | 7.796 | |
| BACO2026.04 | 4.79 | 3.767 | 13.739 | 6.668 | |
| SCC2026.04 | 4.167 | 3.224 | 12.246 | 5.832 | |
| Leiden2026.04 | 3.898 | 3 | 11.764 | 5.536 | |
| GraphHash2026.04 | 3.863 | 3.013 | 11.709 | 5.542 | |
| Hybrid Hashing2026.04 | 3.856 | 3.112 | 11.172 | 5.486 | |
| CCE2026.04 | 3.533 | 2.808 | 10.148 | 4.96 | |
| LP2026.04 | 3.358 | 2.636 | 10.291 | 4.868 | |
| DoubleGraphHash2026.04 | 3.245 | 2.529 | 9.708 | 4.635 | |
| Double Hashing2026.04 | 3.17 | 2.504 | 9.542 | 4.587 | |
| EBMD2026.04 | 3.08 | 2.407 | 9.628 | 4.525 | |
| Frequency Hashing2026.04 | 3.071 | 2.451 | 9.262 | 4.482 | |
| SBC2026.04 | 3.06 | 2.377 | 9.164 | 4.354 | |
| Random2026.04 | 3.048 | 2.414 | 9.055 | 4.375 | |
| LSH2026.04 | 2.858 | 2.255 | 8.274 | 4.033 | |
| ITCC2026.04 | 2.788 | 2.258 | 8.291 | 4.069 | |
| BiMLPA2026.04 | 2.751 | 2.14 | 8.284 | 3.93 | |
| LEGCF2026.04 | 2.747 | 2.071 | 8.06 | 3.795 | |
| BRIM2026.04 | 2.702 | 2.08 | 8.025 | 3.809 | |
| infomap2026.04 | 2.69 | 2.081 | 8.074 | 3.827 |