Recommendation on Amazon Review Beauty (test)
0.8189AUCS-LLMR
Evaluation results
| Method | Links | |
|---|---|---|
| S-LLMRBackbone=DCNv12025.12 | 0.8189 | |
| S-LLMRBackbone=xDeepFM2025.12 | 0.8183 | |
| LLM-CFBackbone=DCNv12025.12 | 0.8182 | |
| S-LLMRBackbone=DCNv22025.12 | 0.8177 | |
| KARBackbone=DCNv12025.12 | 0.8165 | |
| KDBackbone=DCNv12025.12 | 0.8147 | |
| DCNv1Framework=None2025.12 | 0.8146 | |
| S-LLMRBackbone=AutoInt2025.12 | 0.8145 | |
| LLM-CFBackbone=xDeepFM2025.12 | 0.8113 | |
| KDBackbone=xDeepFM2025.12 | 0.8104 | |
| S-LLMRBackbone=DeepFM2025.12 | 0.8101 | |
| KARBackbone=xDeepFM2025.12 | 0.8101 | |
| LLM-CFBackbone=AutoInt2025.12 | 0.809 | |
| xDeepFMFramework=None2025.12 | 0.8065 | |
| KDBackbone=DCNv22025.12 | 0.8057 | |
| LLM-CFBackbone=DeepFM2025.12 | 0.8044 | |
| LLM-CFBackbone=DCNv22025.12 | 0.8033 | |
| DCNv2Framework=None2025.12 | 0.8028 | |
| S-LLMRBackbone=DIN2025.12 | 0.801 | |
| KARBackbone=DCNv22025.12 | 0.8003 | |
| LLM-CFBackbone=DIN2025.12 | 0.7967 | |
| KDBackbone=AutoInt2025.12 | 0.7961 | |
| KDBackbone=DeepFM2025.12 | 0.7959 | |
| AutoIntFramework=None2025.12 | 0.7949 | |
| KARBackbone=AutoInt2025.12 | 0.7939 | |
| KDBackbone=DIN2025.12 | 0.7934 | |
| KARBackbone=DeepFM2025.12 | 0.787 | |
| DINFramework=None2025.12 | 0.7861 | |
| KARBackbone=DIN2025.12 | 0.7861 | |
| DeepFMFramework=None2025.12 | 0.7853 |