Recommendation on Gowalla (Recall/NDCG @10, @50)
12.917Recall@10Full Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Full Model2026.04 | 12.917 | 9.837 | 29.01 | 14.538 | |
| BACO2026.04 | 11.701 | 9.052 | 26.429 | 13.344 | |
| Leiden2026.04 | 10.753 | 8.203 | 24.245 | 12.152 | |
| GraphHash2026.04 | 10.672 | 8.074 | 24.442 | 12.112 | |
| SCC2026.04 | 9.667 | 7.467 | 21.88 | 11.016 | |
| DoubleGraphHash2026.04 | 8.711 | 6.72 | 19.949 | 10.007 | |
| LP2026.04 | 8.026 | 6.253 | 19.144 | 9.481 | |
| CCE2026.04 | 7.391 | 5.844 | 16.71 | 8.586 | |
| SBC2026.04 | 7.22 | 5.665 | 17.084 | 8.522 | |
| EBMD2026.04 | 7.061 | 5.501 | 16.816 | 8.352 | |
| Hybrid Hashing2026.04 | 6.901 | 5.451 | 16.061 | 8.151 | |
| Double Hashing2026.04 | 6.491 | 5.133 | 15.172 | 7.705 | |
| LSH2026.04 | 6.481 | 5.191 | 14.244 | 7.511 | |
| Random2026.04 | 6.368 | 5.015 | 15.097 | 7.588 | |
| Frequency Hashing2026.04 | 5.852 | 4.597 | 14.331 | 7.108 | |
| BRIM2026.04 | 5.595 | 4.378 | 12.935 | 6.518 | |
| ITCC2026.04 | 5.461 | 4.419 | 12.163 | 6.439 | |
| LEGCF2026.04 | 5.413 | 4.046 | 13.23 | 6.319 | |
| BiMLPA2026.04 | 4.423 | 3.262 | 10.43 | 4.986 | |
| infomap2026.04 | 4.085 | 2.997 | 9.511 | 4.556 |