Recommendation on AmazonBook (R@20, N@20)
8.416Recall@20Full Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full Model#Params=9.231M2026.04 | 8.416 | 5.487 | |
| BACO#Params=1.255M2026.04 | 7.892 | 5.24 | |
| Leiden#Params=1.256M2026.04 | 7.426 | 5.115 | |
| GraphHash#Params=1.255M2026.04 | 7.261 | 5.033 | |
| SCC#Params=1.255M2026.04 | 5.558 | 3.615 | |
| DoubleGraphHash#Params=1.255M2026.04 | 5.194 | 3.501 | |
| BiMLPA#Params=0.001M2026.04 | 3.765 | 1.708 | |
| SBC#Params=1.255M2026.04 | 3.556 | 2.372 | |
| LP#Params=1.255M2026.04 | 3.483 | 2.275 | |
| EBMD#Params=1.261M2026.04 | 3.332 | 2.199 | |
| CCE#Params=1.255M2026.04 | 3.233 | 2.124 | |
| LSH#Params=2.097M2026.04 | 3.214 | 2.167 | |
| Hybrid Hashing#Params=1.255M2026.04 | 2.8 | 1.884 | |
| ITCC#Params=1.255M2026.04 | 2.61 | 1.79 | |
| Random#Params=1.255M2026.04 | 2.485 | 1.704 | |
| Double Hashing#Params=1.255M2026.04 | 2.398 | 1.687 | |
| BRIM#Params=0.001M2026.04 | 2.302 | 1.44 | |
| Frequency Hashing#Params=1.255M2026.04 | 2.184 | 1.497 | |
| infomap#Params=0.018M2026.04 | 1.166 | 0.736 |