Recommendation on LastFM (Metrics R@1, R@3, N@1, N@3)
57.05Recall@1MASS-DPO
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MASS-DPOModel=SmolLM32026.05 | 57.05 | 80.7 | 57.05 | 71.08 | |
| MASS-DPOModel=Llama32026.05 | 56.6 | 81.15 | 56.6 | 71.17 | |
| S-DPOModel=Llama32026.05 | 56.5 | 80.85 | 56.5 | 70.95 | |
| DPO-kModel=SmolLM32026.05 | 56.3 | 80.55 | 56.3 | 70.71 | |
| DPO-kModel=Llama32026.05 | 56.05 | 80.3 | 56.05 | 70.41 | |
| S-DPOModel=SmolLM32026.05 | 55.6 | 81.35 | 55.6 | 70.84 | |
| DPOModel=Llama32026.05 | 55.15 | 80.35 | 55.15 | 70.06 | |
| DPOModel=SmolLM32026.05 | 51.7 | 78.15 | 51.7 | 67.29 | |
| MASS-DPOModel=Qwen32026.05 | 51.1 | 77.2 | 51.1 | 66.48 | |
| DMPOModel=SmolLM32026.05 | 50.3 | 77.9 | 50.3 | 66.54 | |
| DMPOModel=Llama32026.05 | 49.95 | 78.35 | 49.95 | 66.76 | |
| DPO-kModel=Qwen32026.05 | 49.5 | 76.45 | 49.5 | 65.36 | |
| S-DPOModel=Qwen32026.05 | 48.55 | 75.1 | 48.55 | 64.14 | |
| DPOModel=Qwen32026.05 | 46.15 | 72.6 | 46.15 | 61.6 | |
| DMPOModel=Qwen32026.05 | 44.5 | 72.05 | 44.5 | 60.57 |