Sequential Recommendation on Movie (test)
12.29HR@10SASRec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SASRecDescription=Teacher recommender model2024.03 | 12.29 | 9.13 | 10.18 | 8.44 | |
| RecLM-gen (v2)Training Stage=SL, Instructions=All instructions (I0,1,2,3,4)2024.03 | 12.11 | 9.27 | 10.56 | 8.8 | |
| RecLM-gen (v3)Training Stage=RL, Base Model=v2, Reward=Without item-level reward2024.03 | 11.5 | 8.58 | 10.1 | 8.24 | |
| RecLM-gen (full)Training Stage=SL + RL, Description=Complete version2024.03 | 11.48 | 8.67 | 10.01 | 8.25 | |
| RecLM-gen (v1)Training Stage=SL, Instructions=Sequential recommendation instructions (I0)2024.03 | 11.08 | 8.61 | 9.91 | 8.27 | |
| PALRDescription=Fine-tuned benchmark2024.03 | 8.68 | 7.87 | 8.32 | 7.75 | |
| InstructRecDescription=Fine-tuned benchmark2024.03 | 5.24 | 3.81 | 4.06 | 3.43 | |
| Llama2-7bDescription=General LLM2024.03 | 1.2 | 0.56 | 1.33 | 0.72 | |
| GPT-3.5Description=General LLM2024.03 | 0.5 | 0.25 | 0.3 | 0.19 |