Ranking on Amazon Music
51.23NDCG@1DUET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DUETHard Negatives=EASE-based2026.04 | 51.23 | 61.65 | 70.25 | |
| DUETBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 51.23 | 61.65 | 70.25 | |
| LGHard Negatives=EASE-based2026.04 | 40.12 | 56.74 | 64.89 | |
| LGBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 40.12 | 56.74 | 64.89 | |
| PALRHard Negatives=EASE-based2026.04 | 33.95 | 52.47 | 61.15 | |
| PALRBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 33.95 | 52.47 | 61.15 | |
| RLMRecHard Negatives=EASE-based2026.04 | 33.71 | 54.34 | 61.62 | |
| RLMRecBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 33.71 | 54.34 | 61.62 | |
| KARHard Negatives=EASE-based2026.04 | 30.18 | 48.96 | 60.15 | |
| KARBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 30.18 | 48.96 | 60.15 | |
| R4RecHard Negatives=EASE-based2026.04 | 29.28 | 59.12 | 63.43 | |
| R4RecBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 29.28 | 59.12 | 63.43 | |
| 10HHard Negatives=EASE-based2026.04 | 18.75 | 37.96 | 51.53 | |
| 10HBackbone=Qwen3-8B, Negative sampling strategy=EASE-based hard negatives2026.04 | 18.75 | 37.96 | 51.53 |