Sequential Recommendation on Microlens (K=3 metrics)
78.52AUCHaNoRec
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HaNoRecCategory=MLLM-based2025.11 | 78.52 | 73.6 | 56.73 | |
| MLLM-MSRYear=AAAI’25, Category=MLLM-based2025.11 | 75.44 | 67.76 | 51.1 | |
| SPRecYear=WWW’25, Category=LLM-based2025.11 | 74.5 | 66.82 | 49.38 | |
| MSRBenchYear=WWW’25, Category=MLLM-based2025.11 | 74.18 | 66.5 | 49.42 | |
| LLaRAYear=SIGIR‘24, Category=LLM-based2025.11 | 73.75 | 65.04 | 48.94 | |
| AB-RecYear=KDD’25, Category=Traditional, Multimodal=true2025.11 | 73.37 | 65.2 | 50.24 | |
| CL4SRecYear=ICDE’22, Category=Traditional2025.11 | 73.2 | 65.15 | 51.02 | |
| TallRecYear=Recsys’23, Category=LLM-based2025.11 | 72.53 | 64.8 | 49.18 | |
| LATTICEYear=MM’21, Category=Traditional, Multimodal=true2025.11 | 72.47 | 63.69 | 48.75 | |
| RecDCLYear=KDD’24, Category=Traditional2025.11 | 72.02 | 62.46 | 47.9 | |
| MoRecYear=SIGIR’23, Category=Traditional, Multimodal=true2025.11 | 71.44 | 62.94 | 48.63 | |
| SASRecYear=ICDM’18, Category=Traditional2025.11 | 71.28 | 59.7 | 45.88 | |
| LightGCNYear=SIGIR’20, Category=Traditional2025.11 | 70.35 | 60.7 | 46.69 | |
| GRU4RecYear=ICLR’16, Category=Traditional2025.11 | 69.8 | 60.52 | 46.83 |