Ranking on KuaiRec
59.7NDCG@5FlexRec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| FlexRecBase Model=Qwen2.5-3B-Instruct, Protocol=Post-Trained (Sparse)2026.03 | 59.7 | 63.5 | 78.8 | 33.5 | 84 | |
| TALLRecBase Model=Qwen2.5-3B-Instruct, Protocol=Post-Trained (Sparse)2026.03 | 50.7 | 55.8 | 73 | 26.4 | 72.9 | |
| BERT4RecCategory=Traditional Reranker2026.03 | 41.5 | 47.9 | 70.6 | 18.2 | 57.8 | |
| Rec-R1Base Model=Qwen2.5-3B-Instruct, Protocol=Post-Trained (Sparse)2026.03 | 39.1 | 46.6 | 70 | 17.4 | 54.5 | |
| Rank-GRPOBase Model=Qwen2.5-3B-Instruct, Protocol=Post-Trained (Sparse)2026.03 | 38.9 | 46.2 | 69.8 | 17.4 | 52 | |
| STARCategory=Traditional Reranker2026.03 | 38.4 | 45.7 | 69.7 | 17 | 54.1 | |
| GPT-4oProtocol=Zero-Shot2026.03 | 37.6 | 45.1 | 69.5 | 15.4 | 50.5 | |
| Qwen2.5-3B-InstructProtocol=Zero-Shot2026.03 | 37.5 | 45.1 | 69.3 | 16 | 51.5 |