Recommendation on Tmall (P/R/N@20, P/R/N@40)
2.16Precision @ 20IPCCF
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IPCCF2026.04 | 2.16 | 1.63 | 8.03 | 12.1 | 5.79 | 7.21 | |
| BIGCF2026.04 | 2.05 | 1.58 | 7.55 | 11.67 | 5.35 | 6.8 | |
| DCCF2026.04 | 1.83 | 1.42 | 6.68 | 10.42 | 4.69 | 5.98 | |
| LightGCL2026.04 | 1.73 | 1.34 | 6.32 | 9.71 | 4.44 | 5.62 | |
| HCCF2026.04 | 1.71 | 1.35 | 6.23 | 9.86 | 4.25 | 5.52 | |
| SGL-ED2026.04 | 1.57 | 1.26 | 5.74 | 9.19 | 3.93 | 5.13 | |
| LightGCN2026.04 | 1.52 | 1.23 | 5.55 | 8.95 | 3.81 | 4.99 | |
| SGL-ND2026.04 | 1.52 | 1.22 | 5.53 | 8.85 | 3.79 | 4.94 | |
| SLRec2026.04 | 1.49 | 1.22 | 5.49 | 8.88 | 3.75 | 4.92 | |
| DGCF2026.04 | 1.49 | 1.19 | 5.44 | 8.67 | 3.72 | 4.84 | |
| DGCL2026.04 | 1.45 | 1.16 | 5.26 | 8.45 | 3.59 | 4.69 | |
| CDR2026.04 | 1.43 | 1.16 | 5.2 | 8.33 | 3.56 | 4.65 | |
| NGCF2026.04 | 1.17 | 1.04 | 4.2 | 7.51 | 2.5 | 3.65 | |
| DisenGCN2026.04 | 1.17 | 0.95 | 4.22 | 6.88 | 2.85 | 3.77 | |
| DisenHAN2026.04 | 1.16 | 0.96 | 4.16 | 6.82 | 2.83 | 3.76 |