Recommendation on Amazon Music
0.3937MAEDUET
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DUETBackbone=Qwen 3 (8B)2026.04 | 0.3937 | — | — | 0.7564 | 67.96 | 63.89 | |
| DUETBackbone=LLaMA 3 (8B)2026.04 | 0.468 | — | — | 0.8277 | 63.3 | 60.6 | |
| LGBackbone=Qwen 3 (8B)2026.04 | 0.4737 | — | — | 0.8834 | 62.37 | 57.09 | |
| LGBackbone=LLaMA 3 (8B)2026.04 | 0.5204 | — | — | 0.9369 | 61.92 | 59.5 | |
| R4RecBackbone=LLaMA 3 (8B)2026.04 | 0.5442 | — | — | 0.7722 | 60.86 | 54.88 | |
| R4RecBackbone=Qwen 3 (8B)2026.04 | 0.5654 | — | — | 0.9635 | 58.69 | 54.67 | |
| KARBackbone=LLaMA 3 (8B)2026.04 | 0.5726 | — | — | 0.9033 | 57.53 | 59.92 | |
| LSA2026.03 | 0.58 | 0.6915 | 98.6 | — | — | — | |
| PALRBackbone=LLaMA 3 (8B)2026.04 | 0.5823 | — | — | 0.9222 | 56.73 | 59.31 | |
| RGNN2026.03 | 0.6019 | 0.7319 | 98.2 | — | — | — | |
| PALRBackbone=Qwen 3 (8B)2026.04 | 0.6075 | — | — | 0.9531 | 57.35 | 56.77 | |
| RLMRecBackbone=LLaMA 3 (8B)2026.04 | 0.6076 | — | — | 0.9886 | 53.78 | 57.42 | |
| DSRLN2026.03 | 0.6207 | 0.7538 | 78.1 | — | — | — | |
| DAML2026.03 | 0.6512 | 0.7401 | 98.2 | — | — | — | |
| CARL2026.03 | 0.6771 | 0.7632 | 98 | — | — | — | |
| NARRE2026.03 | 0.695 | 0.7688 | 97.8 | — | — | — | |
| RLMRecBackbone=Qwen 3 (8B)2026.04 | 0.7438 | — | — | 1.1069 | 54.89 | 57.65 | |
| KARBackbone=Qwen 3 (8B)2026.04 | 0.7483 | — | — | 1.138 | 58.65 | 60.29 | |
| DCN2026.03 | 0.759 | 0.7909 | 97.7 | — | — | — | |
| 10HBackbone=LLaMA 3 (8B)2026.04 | 0.7917 | — | — | 1.3346 | 38.13 | 46.87 | |
| 10HBackbone=Qwen 3 (8B)2026.04 | 0.9102 | — | — | 1.4021 | 39.26 | 46.58 |