Multimodal Recommendation on Amazon Toys 6 (leave-one-out)
61.38H@10SDA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDABackbone=BERT4Rec2025.12 | 61.38 | 41.9 | 52.88 | 36.09 | |
| SDABackbone=SASRec2025.12 | 61.25 | 43.33 | 55.22 | 39.14 | |
| QwenVLBackbone=SASRec2025.12 | 61.06 | 42.25 | 51.72 | 35.41 | |
| CLIPBackbone=BERT4Rec2025.12 | 58.43 | 38.96 | 50.84 | 33.3 | |
| CLIPBackbone=SASRec2025.12 | 58 | 39.98 | 52.92 | 36.59 | |
| SDABackbone=VBPR2025.12 | 55.56 | 39.15 | 47.61 | 33.08 | |
| QwenVLBackbone=BERT4Rec2025.12 | 53.52 | 33.61 | 39.76 | 23.6 | |
| CLIPBackbone=VBPR2025.12 | 53.29 | 37.07 | 45.01 | 30.52 | |
| SDABackbone=SLMRec2025.12 | 50.48 | 34.53 | 39.88 | 23.57 | |
| QwenVLBackbone=VBPR2025.12 | 46.92 | 31.67 | 45.02 | 30.6 | |
| CLIPBackbone=SLMRec2025.12 | 46.87 | 31.07 | 33.19 | 18.3 | |
| BaseBackbone=SLMRec2025.12 | 46.17 | 31.15 | 33.15 | 18.9 | |
| BaseBackbone=VBPR2025.12 | 45.36 | 30.61 | 12.52 | 7.51 | |
| QwenVLBackbone=SLMRec2025.12 | 45.02 | 29 | 27.27 | 14.71 | |
| BaseBackbone=SASRec2025.12 | 41.26 | 27.58 | 7.82 | 4.52 | |
| BaseBackbone=BERT4Rec2025.12 | 35.54 | 20.32 | 0.45 | 0.17 |