Multimodal Recommendation on Amazon Beauty 6 (leave-one-out)
0.5752H@10SDA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDABackbone=SASRec2025.12 | 0.5752 | 0.3951 | 0.4692 | 0.3118 | |
| QwenVLBackbone=SASRec2025.12 | 0.5569 | 0.3675 | 0.4277 | 0.259 | |
| SDABackbone=BERT4Rec2025.12 | 0.5535 | 0.3521 | 0.407 | 0.2329 | |
| CLIPBackbone=BERT4Rec2025.12 | 0.538 | 0.3468 | 0.4071 | 0.2435 | |
| SDABackbone=VBPR2025.12 | 0.5375 | 0.3745 | 0.3981 | 0.257 | |
| CLIPBackbone=SASRec2025.12 | 0.5331 | 0.3524 | 0.4336 | 0.2719 | |
| CLIPBackbone=VBPR2025.12 | 0.5093 | 0.3506 | 0.3625 | 0.2251 | |
| QwenVLBackbone=BERT4Rec2025.12 | 0.4913 | 0.3027 | 0.3236 | 0.1737 | |
| SDABackbone=SLMRec2025.12 | 0.4805 | 0.3295 | 0.3191 | 0.1766 | |
| BaseBackbone=VBPR2025.12 | 0.4572 | 0.3112 | 0.0804 | 0.0419 | |
| QwenVLBackbone=VBPR2025.12 | 0.4379 | 0.2877 | 0.3824 | 0.2437 | |
| CLIPBackbone=SLMRec2025.12 | 0.4363 | 0.2887 | 0.2127 | 0.1044 | |
| BaseBackbone=SLMRec2025.12 | 0.4258 | 0.2852 | 0.2003 | 0.102 | |
| QwenVLBackbone=SLMRec2025.12 | 0.4187 | 0.2652 | 0.1856 | 0.0917 | |
| BaseBackbone=SASRec2025.12 | 0.4141 | 0.276 | 0.0462 | 0.0229 | |
| BaseBackbone=BERT4Rec2025.12 | 0.3955 | 0.2349 | 0.0031 | 0.0011 |