Sequential Recommendation on MovieLens (test)
34.51HR@1RecPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RecPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 34.51 | 99.69 | |
| RecPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 34.46 | 98.96 | |
| SimPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 29.74 | 97.25 | |
| S-DPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 29.02 | 99.83 | |
| SimPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 28.88 | 95.31 | |
| DPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 28.09 | 99.7 | |
| CaserModel Type=Trad., Backbone=-2025.06 | 27.14 | 100 | |
| S-DPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 27.06 | 99.57 | |
| SASRecModel Type=Trad., Backbone=-2025.06 | 26.71 | 100 | |
| GRU4RecModel Type=Trad., Backbone=-2025.06 | 26.64 | 100 | |
| DPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 26.1 | 99.83 | |
| SFTModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 24.78 | 99.85 | |
| SFTModel Type=LLM, Backbone=Qwen-7B2025.06 | 20.6 | 99.83 | |
| QwenModel Type=LLM, Backbone=Qwen-7B2025.06 | 12.04 | 74.71 | |
| LLaMA3Model Type=LLM, Backbone=LLaMA3-8B2025.06 | 9.29 | 73.51 |