Recommendation on CDs dense
39NDCG@1RecThinker
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RecThinker2026.03 | 39 | 57.11 | 66.01 | |
| RecThinkerAblation=w/o. RL2026.03 | 37 | 54.93 | 63.29 | |
| R2Rec2026.03 | 35 | 53.14 | 59.7 | |
| AgentCF2026.03 | 35 | 47.37 | 57.39 | |
| RecThinkerAblation=w/o. SFT2026.03 | 35 | 54.23 | 62.78 | |
| PersonaX2026.03 | 33 | 51.19 | 58.68 | |
| RecThinkerAblation=w/o. SFT & RL2026.03 | 32 | 51.79 | 60.89 | |
| LLMRank2026.03 | 27 | 40.82 | 52.63 | |
| SASRecsample2026.03 | 26 | 39.59 | 52.54 | |
| BPRsample2026.03 | 21 | 30.63 | 49.04 | |
| LLMSeqSim2026.03 | 21 | 38.99 | 51.05 | |
| Pop2026.03 | 11 | 26.08 | 42.16 |