Recommendation on Amazon Sports 5-core (test)
7.45Recall@10RecGOAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RecGOATMethod Category=Ours2026.01 | 7.45 | 4.15 | |
| IRLLRecMethod Category=Large Models-based Methods2026.01 | 7.12 | 3.75 | |
| FREEDOMMethod Category=Multimodal Methods2026.01 | 7.1 | 3.82 | |
| FindRecMethod Category=Multimodal Methods2026.01 | 7.07 | 3.83 | |
| UGTMethod Category=Multimodal Methods2026.01 | 7.05 | 3.91 | |
| DiffMMMethod Category=Multimodal Methods2026.01 | 6.87 | 3.57 | |
| LightGCNMethod Category=ID-based Methods2026.01 | 5.69 | 3.11 | |
| VBPRMethod Category=Multimodal Methods2026.01 | 5.58 | 3.07 | |
| UniMPMethod Category=Large Models-based Methods2026.01 | 5.28 | 2.88 | |
| BPRMethod Category=ID-based Methods2026.01 | 4.32 | 2.41 | |
| TALLRecMethod Category=Large Models-based Methods2026.01 | 4.18 | 2.47 | |
| A-LLMRecMethod Category=Large Models-based Methods2026.01 | 4.02 | 2.23 |