Recommendation on Amazon Review Toys (test)
0.7985AUCS-LLMR
Evaluation Results
| Method | Links | |
|---|---|---|
| S-LLMRBackbone=xDeepFM2025.12 | 0.7985 | |
| S-LLMRBackbone=DeepFM2025.12 | 0.7961 | |
| S-LLMRBackbone=DCNv12025.12 | 0.796 | |
| LLM-CFBackbone=xDeepFM2025.12 | 0.7947 | |
| S-LLMRBackbone=DCNv22025.12 | 0.7927 | |
| KARBackbone=xDeepFM2025.12 | 0.7898 | |
| LLM-CFBackbone=DeepFM2025.12 | 0.7881 | |
| KDBackbone=xDeepFM2025.12 | 0.7865 | |
| S-LLMRBackbone=AutoInt2025.12 | 0.7849 | |
| xDeepFMFramework=None2025.12 | 0.7836 | |
| S-LLMRBackbone=DIN2025.12 | 0.7829 | |
| KDBackbone=DCNv22025.12 | 0.7827 | |
| LLM-CFBackbone=DCNv22025.12 | 0.7812 | |
| LLM-CFBackbone=DIN2025.12 | 0.7783 | |
| DCNv2Framework=None2025.12 | 0.7774 | |
| KARBackbone=DCNv22025.12 | 0.7759 | |
| LLM-CFBackbone=AutoInt2025.12 | 0.7754 | |
| KDBackbone=DeepFM2025.12 | 0.7713 | |
| LLM-CFBackbone=DCNv12025.12 | 0.7702 | |
| KARBackbone=DeepFM2025.12 | 0.7698 | |
| KARBackbone=AutoInt2025.12 | 0.7683 | |
| DeepFMFramework=None2025.12 | 0.7681 | |
| KDBackbone=DCNv12025.12 | 0.7652 | |
| KDBackbone=DIN2025.12 | 0.7652 | |
| KARBackbone=DCNv12025.12 | 0.7651 | |
| KDBackbone=AutoInt2025.12 | 0.7635 | |
| AutoIntFramework=None2025.12 | 0.763 | |
| DCNv1Framework=None2025.12 | 0.7621 | |
| KARBackbone=DIN2025.12 | 0.762 | |
| DINFramework=None2025.12 | 0.7586 |