Collaborative Filtering on Amazon
7.77Recall@10DMICF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DMICF2025.06 | 7.77 | 7.92 | 11.75 | 9.18 | 17.16 | 10.96 | |
| IPCCF2025.06 | 7.39 | 7.71 | 10.83 | 8.75 | 15.3 | 10.2 | |
| LightCCF2025.06 | 7.07 | 7.27 | 10.87 | 8.47 | 15.93 | 10.12 | |
| BIGCF2025.06 | 6.41 | 6.48 | 9.86 | 7.59 | 14.6 | 9.15 | |
| LightGCL2025.06 | 6.24 | 6.39 | 9.75 | 7.51 | 14.68 | 9.13 | |
| EGCF2025.06 | 6.06 | 6.28 | 9.24 | 7.29 | 13.57 | 8.7 | |
| AdaMCL2025.06 | 5.86 | 5.98 | 8.98 | 6.91 | 13.42 | 8.38 | |
| DCCF2025.06 | 5.61 | 5.77 | 8.63 | 6.61 | 12.96 | 8.04 | |
| DirectAU2025.06 | 5.59 | 5.76 | 8.77 | 6.77 | 13.21 | 8.23 | |
| MacridVAE2025.06 | 5.45 | 5.59 | 8.33 | 6.49 | 12.39 | 7.83 | |
| HCCF2025.06 | 5.31 | 5.47 | 8.13 | 6.36 | 12.09 | 7.66 | |
| LightGCN2025.06 | 5.25 | 5.42 | 8.27 | 6.38 | 12.46 | 7.76 | |
| IMP-GCN2025.06 | 5.13 | 5.31 | 7.87 | 6.17 | 11.72 | 7.44 |