Recommendation on Industrial (NDCG@1, 5, 10)
0.524NDCG@1R2Rank
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| R2RankBackbone=Qwen-2.5-3B-Instruct2026.02 | 0.524 | 0.639 | 0.818 | |
| R2RankBackbone=Qwen-2.5-1.5B-Instruct2026.02 | 0.476 | 0.596 | 0.759 | |
| DeepSeek-R1Parameters=671B2026.02 | 0.292 | 0.438 | 0.5 | |
| R2ECBackbone=Qwen-2.5-3B-Instruct2026.02 | 0.239 | 0.301 | 0.498 | |
| TALLRecBackbone=Qwen-2.5-3B-Instruct2026.02 | 0.126 | 0.281 | 0.402 | |
| Prompt4NRBackbone=Qwen-2.5-3B-Instruct2026.02 | 0.102 | 0.241 | 0.446 | |
| BERT4Rec2026.02 | 0.095 | 0.168 | 0.229 | |
| SASRec2026.02 | 0.072 | 0.115 | 0.201 | |
| LightGCN2026.02 | 0.051 | 0.143 | 0.238 |