Sequential Recommendation on LastFM (test)
68.3HR@1RecPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RecPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 68.3 | 99.59 | |
| CaserModel Type=Trad., Backbone=-2025.06 | 67.16 | 100 | |
| SASRecModel Type=Trad., Backbone=-2025.06 | 66.59 | 100 | |
| GRU4RecModel Type=Trad., Backbone=-2025.06 | 66.3 | 100 | |
| RecPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 59.73 | 99.8 | |
| SimPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 57.59 | 94.19 | |
| DPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 57.19 | 100 | |
| S-DPOModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 57.19 | 99.9 | |
| SimPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 52.09 | 97.96 | |
| SFTModel Type=LLM, Backbone=LLaMA3-8B2025.06 | 50.76 | 100 | |
| S-DPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 44.95 | 99.59 | |
| DPOModel Type=LLM, Backbone=Qwen-7B2025.06 | 40.46 | 99.69 | |
| SFTModel Type=LLM, Backbone=Qwen-7B2025.06 | 31.19 | 99.69 | |
| QwenModel Type=LLM, Backbone=Qwen-7B2025.06 | 21.48 | 68.6 | |
| LLaMA3Model Type=LLM, Backbone=LLaMA3-8B2025.06 | 12.64 | 61.47 |