Recommendation on MovieLens (R@1, R@3, N@1, N@3)
55.09Recall@1S-DPO
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S-DPOModel=SmolLM32026.05 | 55.09 | 78.18 | 55.09 | 68.64 | |
| MASS-DPOModel=SmolLM32026.05 | 54.18 | 77.57 | 54.18 | 68.03 | |
| DPO-kModel=SmolLM32026.05 | 51.01 | 75.71 | 51.01 | 65.41 | |
| MASS-DPOModel=Llama32026.05 | 50.66 | 76.01 | 50.66 | 65.57 | |
| S-DPOModel=Llama32026.05 | 48.94 | 73.39 | 48.94 | 63.25 | |
| MASS-DPOModel=Qwen32026.05 | 45.97 | 71.52 | 45.97 | 61.1 | |
| S-DPOModel=Qwen32026.05 | 45.92 | 71.47 | 45.92 | 60.86 | |
| DPO-kModel=Llama32026.05 | 43.95 | 70.77 | 43.95 | 59.69 | |
| DPO-kModel=Qwen32026.05 | 41.63 | 68.95 | 41.63 | 57.71 | |
| DPOModel=SmolLM32026.05 | 37.25 | 65.68 | 37.25 | 53.77 | |
| DPOModel=Llama32026.05 | 34.48 | 63.56 | 34.48 | 51.31 | |
| DPOModel=Qwen32026.05 | 29.64 | 59.48 | 29.64 | 46.89 | |
| DMPOModel=SmolLM32026.05 | 28.23 | 60.43 | 28.23 | 47.02 | |
| DMPOModel=Llama32026.05 | 27.82 | 58.72 | 27.82 | 45.69 | |
| DMPOModel=Qwen32026.05 | 24.5 | 56.3 | 24.5 | 42.88 |