Sequential Recommendation on Netflix (Metrics AUC, HR@3, NG@3)
77.1AUCHaNoRec
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| HaNoRecCategory=MLLM-based2025.11 | 77.1 | 74.83 | 61.91 | |
| MLLM-MSRYear=AAAI’25, Category=MLLM-based2025.11 | 74.48 | 71.35 | 57.54 | |
| SPRecYear=WWW’25, Category=LLM-based2025.11 | 73.78 | 70.42 | 56.63 | |
| MSRBenchYear=WWW’25, Category=MLLM-based2025.11 | 72.01 | 70.2 | 56.54 | |
| LLaRAYear=SIGIR‘24, Category=LLM-based2025.11 | 71.78 | 68.92 | 55.92 | |
| TallRecYear=Recsys’23, Category=LLM-based2025.11 | 69.27 | 67.88 | 55.33 | |
| CL4SRecYear=ICDE’22, Category=Traditional2025.11 | 68.2 | 62.5 | 52.3 | |
| MoRecYear=SIGIR’23, Category=Traditional, Multimodal=true2025.11 | 67.84 | 64.06 | 53.26 | |
| AB-RecYear=KDD’25, Category=Traditional, Multimodal=true2025.11 | 67.69 | 62.11 | 52.04 | |
| RecDCLYear=KDD’24, Category=Traditional2025.11 | 66.73 | 61.63 | 51.07 | |
| LATTICEYear=MM’21, Category=Traditional, Multimodal=true2025.11 | 66.21 | 60.42 | 51.26 | |
| SASRecYear=ICDM’18, Category=Traditional2025.11 | 64.7 | 57.81 | 49.86 | |
| LightGCNYear=SIGIR’20, Category=Traditional2025.11 | 64.65 | 56.25 | 48.22 | |
| GRU4RecYear=ICLR’16, Category=Traditional2025.11 | 63.47 | 55.21 | 47.79 |