Next-item prediction on Beauty
0.3737MRRUniRec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniRecModel category=LLM-based Multimodal Recommenders2026.01 | 0.3737 | 0.627 | 0.4449 | |
| LGMRecModel category=Multimodal Recommendation Models2026.01 | 0.3433 | 0.5861 | 0.4025 | |
| BM3Model category=Multimodal Recommendation Models2026.01 | 0.3305 | 0.5628 | 0.3864 | |
| MLLM-MSRModel category=LLM-based Multimodal Recommenders2026.01 | 0.3249 | 0.5713 | 0.3976 | |
| MMGCNModel category=Multimodal Recommendation Models2026.01 | 0.313 | 0.5045 | 0.3465 | |
| SASRecModel category=Multimodal-Feature Sequential Models2026.01 | 0.2549 | 0.4598 | 0.289 | |
| IISANModel category=LLM-based Multimodal Recommenders2026.01 | 0.2513 | 0.4492 | 0.2851 | |
| VBPRModel category=Multimodal Recommendation Models2026.01 | 0.2476 | 0.4503 | 0.2818 | |
| BERT4RecModel category=Multimodal-Feature Sequential Models2026.01 | 0.2215 | 0.4391 | 0.2605 | |
| GRU4RecModel category=Multimodal-Feature Sequential Models2026.01 | 0.2087 | 0.4215 | 0.2478 |