Recommendation on Clothing (Recall/NDCG)
6.88Recall@10MoToRec
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MoToRec2026.02 | 6.88 | 10.14 | 3.76 | 4.56 | |
| JBM-Diff2026.04 | 6.29 | 9.37 | 3.42 | 4.2 | |
| FREEDOM2026.02 | 6.28 | 9.41 | 3.41 | 4.2 | |
| LPIC2026.02 | 6.27 | 9.28 | 3.38 | 4.05 | |
| FREEDOM2026.02 | 6.21 | — | — | — | |
| E-MMKGR2026.02 | 6.11 | — | — | — | |
| MCDRec2026.04 | 5.82 | 8.64 | 3.16 | 3.87 | |
| DiffMM2026.04 | 5.67 | 8.48 | 3.02 | 3.72 | |
| LGMRec2026.02 | 5.55 | 8.28 | 3.02 | 3.71 | |
| LGMRec2026.04 | 5.55 | 8.28 | 3.02 | 3.71 | |
| LGMRec2026.02 | 5.38 | — | — | — | |
| MICRO2026.04 | 4.96 | 7.43 | 2.64 | 3.32 | |
| LATTICE2026.02 | 4.93 | — | — | — | |
| LATTICE2026.02 | 4.92 | 7.33 | 2.68 | 3.3 | |
| LATTICE2026.04 | 4.59 | 7.02 | 2.53 | 3.06 | |
| DualGNN2026.02 | 4.54 | 6.83 | 2.41 | 2.99 | |
| SLMRec2026.02 | 4.52 | 6.75 | 2.47 | 3.03 | |
| SLMRec2026.04 | 4.52 | 6.75 | 2.47 | 3.03 | |
| BM32026.04 | 4.5 | 6.69 | 2.43 | 2.95 | |
| DualGNN2026.02 | 4.38 | — | — | — | |
| MMGCL2026.04 | 4.38 | 6.69 | 2.39 | 2.97 | |
| GRCN2026.04 | 4.31 | 6.64 | 2.3 | 2.89 | |
| GRCN2026.02 | 4.28 | — | — | — | |
| BM32026.02 | 4.27 | — | — | — | |
| BM32026.02 | 4.22 | 6.21 | 2.31 | 2.81 | |
| NCL2026.04 | 4.1 | 6.07 | 2.28 | 2.75 | |
| SGL2026.04 | 3.92 | 5.86 | 2.16 | 2.66 | |
| LayerGCN2026.02 | 3.71 | 5.66 | 2 | 2.47 | |
| LightGCN2026.02 | 3.61 | — | — | — | |
| SimGCL2026.02 | 3.56 | 5.49 | 1.95 | 2.44 | |
| SHT2026.04 | 3.45 | 5.41 | 1.92 | 2.43 | |
| HCCF2026.04 | 3.42 | 5.33 | 1.87 | 2.35 | |
| LightGCN2026.02 | 3.4 | 5.26 | 1.88 | 2.36 | |
| LightGCN2026.04 | 3.31 | 5.14 | 1.81 | 2.27 | |
| VBPR2026.02 | 2.81 | 4.15 | 1.58 | 1.92 | |
| VBPR2026.04 | 2.81 | 4.12 | 1.58 | 1.91 | |
| MMGCN2026.04 | 2.29 | 3.63 | 1.18 | 1.52 | |
| MMGCN2026.02 | 2.18 | 3.45 | 1.1 | 1.42 | |
| BPR2026.04 | 2.11 | 3.15 | 1.18 | 1.44 | |
| MF-BPR2026.02 | 1.87 | 2.79 | 1.03 | 1.26 |