Multimodal Recommendation on Amazon CD
6.82Recall@10TimeMM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TimeMM2026.04 | 6.82 | 10.49 | 3.56 | 4.42 | |
| FITMM2026.04 | 6.33 | 9.86 | 3.25 | 4.12 | |
| SMORE2026.04 | 6.07 | 9.81 | 3.12 | 4.05 | |
| MMIL2026.04 | 5.98 | 9.52 | 3.09 | 3.98 | |
| FREEDOM2026.04 | 5.85 | 9.39 | 3.06 | 3.95 | |
| AlignRec2026.04 | 5.75 | 9.13 | 2.95 | 3.8 | |
| SLMRec2026.04 | 5.33 | 8.36 | 2.83 | 3.59 | |
| LATTICE2026.04 | 5.21 | 8.16 | 2.75 | 3.49 | |
| VBPR2026.04 | 5 | 7.87 | 2.52 | 3.24 | |
| GRCN2026.04 | 4.93 | 7.75 | 2.58 | 3.29 | |
| MMGCN2026.04 | 4.77 | 7.62 | 2.37 | 3.08 | |
| LightGCN2026.04 | 4.72 | 7.65 | 2.5 | 3.23 | |
| BM32026.04 | 4.38 | 7.02 | 2.28 | 2.95 | |
| BPR2026.04 | 4.24 | 6.72 | 2.17 | 2.79 |