Recommendation on Amazon Books (P@20, P@40, R@20, R@40, N@20, N@40)
3.76Precision @20IPCCF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IPCCF2026.04 | 3.76 | 2.77 | 11.06 | 15.62 | 8.94 | 10.43 | |
| BIGCF2026.04 | 3.38 | 2.58 | 9.89 | 14.68 | 7.61 | 9.18 | |
| DCCF2026.04 | 3.06 | 2.37 | 8.89 | 13.43 | 6.8 | 8.29 | |
| LightGCL2026.04 | 2.89 | 2.28 | 8.36 | 12.8 | 6.43 | 7.9 | |
| HCCF2026.04 | 2.83 | 2.26 | 8.24 | 12.82 | 6.25 | 7.76 | |
| SGL-ED2026.04 | 2.68 | 2.12 | 7.74 | 12.04 | 5.78 | 7.19 | |
| LightGCN2026.04 | 2.52 | 2.02 | 7.32 | 11.48 | 5.44 | 6.81 | |
| SGL-ND2026.04 | 2.48 | 1.98 | 7.22 | 11.21 | 5.42 | 6.74 | |
| DGCF2026.04 | 2.37 | 1.9 | 6.88 | 10.73 | 5.13 | 6.4 | |
| DGCL2026.04 | 2.33 | 1.86 | 6.77 | 10.57 | 5.06 | 6.31 | |
| CDR2026.04 | 1.96 | 1.57 | 5.64 | 8.87 | 4.19 | 5.26 | |
| SLRec2026.04 | 1.88 | 1.56 | 5.44 | 8.79 | 3.74 | 4.9 | |
| DisenHAN2026.04 | 1.86 | 1.53 | 5.42 | 8.65 | 4.07 | 5.13 | |
| NGCF2026.04 | 1.84 | 1.53 | 5.32 | 8.66 | 3.88 | 5.01 | |
| DisenGCN2026.04 | 1.67 | 1.38 | 4.81 | 7.76 | 3.53 | 4.51 |