Multimodal Recommendation on Amazon Beauty
13.7Recall@10MAIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAILModel Category=ID-free multimodal recommendation models2026.05 | 13.7 | 9.21 | |
| IDFREEModel Category=ID-free multimodal recommendation models2026.05 | 12.62 | 7.97 | |
| DuGRecModel Category=ID-based multimodal recommendation models2026.05 | 10.82 | 6.21 | |
| SSRModel Category=ID-based multimodal recommendation models2026.05 | 10.71 | 6.06 | |
| LETTERModel Category=ID-based multimodal recommendation models2026.05 | 10.45 | 5.9 | |
| SiMGRModel Category=ID-based multimodal recommendation models2026.05 | 10.39 | 5.91 | |
| PGLModel Category=ID-based multimodal recommendation models2026.05 | 10.31 | 5.75 | |
| SMOREModel Category=ID-based multimodal recommendation models2026.05 | 9.94 | 5.58 | |
| COHESIONModel Category=ID-based multimodal recommendation models2026.05 | 9.92 | 5.52 | |
| SRGFormerModel Category=ID-based multimodal recommendation models2026.05 | 9.63 | 5.47 | |
| LGMRecModel Category=ID-based multimodal recommendation models2026.05 | 8.61 | 5.07 | |
| DimCLModel Category=Traditional recommendation models2026.05 | 4.74 | 1.97 | |
| LightGCNModel Category=Traditional recommendation models2026.05 | 4.28 | 2.57 | |
| MF-BPRModel Category=Traditional recommendation models2026.05 | 3.01 | 1.67 |