Recommendation on MovieLens dense
0.4NDCG@1RecThinker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RecThinker2026.03 | 0.4 | 0.5821 | 0.6619 | |
| R2Rec2026.03 | 0.35 | 0.52 | 0.591 | |
| AgentCF2026.03 | 0.34 | 0.5007 | 0.5882 | |
| PersonaX2026.03 | 0.33 | 0.5119 | 0.5921 | |
| SASRecsample2026.03 | 0.32 | 0.4904 | 0.5526 | |
| LLMRank2026.03 | 0.26 | 0.4683 | 0.5171 | |
| BPRsample2026.03 | 0.24 | 0.4226 | 0.4854 | |
| LLMSeqSim2026.03 | 0.21 | 0.4029 | 0.4685 | |
| Pop2026.03 | 0.15 | 0.353 | 0.4245 |