Recommendation on Yelp (MAE, RMSE, Acc, F1)
0.5126MAEDUET
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DUETBackbone=Qwen 3 (8B)2026.04 | 0.5126 | 0.9485 | 61.23 | 55.18 | |
| DUETBackbone=LLaMA 3 (8B)2026.04 | 0.5367 | 0.9687 | 60.87 | 54.74 | |
| LGBackbone=LLaMA 3 (8B)2026.04 | 0.6196 | 1.1289 | 56.03 | 51.24 | |
| KARBackbone=LLaMA 3 (8B)2026.04 | 0.6427 | 1.1668 | 54.51 | 47.98 | |
| LGBackbone=Qwen 3 (8B)2026.04 | 0.6632 | 1.1047 | 56.18 | 48.95 | |
| R4RecBackbone=Qwen 3 (8B)2026.04 | 0.7028 | 1.1523 | 55.69 | 47.73 | |
| PALRBackbone=LLaMA 3 (8B)2026.04 | 0.7238 | 1.3265 | 47.72 | 43.29 | |
| KARBackbone=Qwen 3 (8B)2026.04 | 0.7396 | 1.2184 | 55.34 | 48.67 | |
| RLMRecBackbone=LLaMA 3 (8B)2026.04 | 0.7428 | 1.3572 | 46.74 | 42.11 | |
| R4RecBackbone=LLaMA 3 (8B)2026.04 | 0.7586 | 1.0418 | 55.8 | 53 | |
| PALRBackbone=Qwen 3 (8B)2026.04 | 0.7994 | 1.2876 | 48.53 | 43.19 | |
| RLMRecBackbone=Qwen 3 (8B)2026.04 | 0.8197 | 1.3312 | 47.15 | 42.46 | |
| 10HBackbone=LLaMA 3 (8B)2026.04 | 1.0864 | 1.9532 | 22.09 | 27.3 | |
| 10HBackbone=Qwen 3 (8B)2026.04 | 1.1235 | 1.9478 | 23.17 | 27.54 |