Multimodal Recommendation on TikTok Cold-start
4.37Recall@10VI-MMRec-O
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VI-MMRec-OBackbone=DRAGON2025.12 | 4.37 | 2.19 | |
| VI-MMRec-SBackbone=DRAGON2025.12 | 4.29 | 2.13 | |
| DRAGON2025.12 | 4.02 | 2.05 | |
| VI-MMRec-OBackbone=DiffMM2025.12 | 3.8 | 1.9 | |
| VI-MMRec-SBackbone=DiffMM2025.12 | 3.72 | 1.85 | |
| VI-MMRec-OBackbone=LGMRec2025.12 | 3.62 | 1.82 | |
| VI-MMRec-SBackbone=LGMRec2025.12 | 3.51 | 1.75 | |
| DiffMM2025.12 | 3.45 | 1.7 | |
| LGMRec2025.12 | 3.33 | 1.69 | |
| VI-MMRec-OBackbone=FREEDOM2025.12 | 3.3 | 1.62 | |
| VI-MMRec-SBackbone=FREEDOM2025.12 | 3.22 | 1.57 | |
| FREEDOM2025.12 | 3.01 | 1.49 | |
| VI-MMRec-OBackbone=DualGNN2025.12 | 2.76 | 1.43 | |
| VI-MMRec-SBackbone=DualGNN2025.12 | 2.71 | 1.39 | |
| VI-MMRec-OBackbone=SLMRec2025.12 | 2.53 | 1.29 | |
| VI-MMRec-SBackbone=SLMRec2025.12 | 2.49 | 1.26 | |
| VI-MMRec-OBackbone=MMGCN2025.12 | 2.47 | 1.3 | |
| VI-MMRec-SBackbone=MMGCN2025.12 | 2.44 | 1.27 | |
| DualGNN2025.12 | 2.41 | 1.27 | |
| SLMRec2025.12 | 2.3 | 1.17 | |
| MMGCN2025.12 | 2.14 | 1.12 |