Recommendation on Amazon Review Sports (test)
82.4AUCS-LLMR
Evaluation Results
| Method | Links | |
|---|---|---|
| S-LLMRBackbone=xDeepFM2025.12 | 82.4 | |
| LLM-CFBackbone=xDeepFM2025.12 | 81.96 | |
| S-LLMRBackbone=DCNv12025.12 | 81.9 | |
| S-LLMRBackbone=DeepFM2025.12 | 81.76 | |
| KDBackbone=xDeepFM2025.12 | 81.69 | |
| KARBackbone=xDeepFM2025.12 | 81.61 | |
| S-LLMRBackbone=AutoInt2025.12 | 81.61 | |
| xDeepFMFramework=None2025.12 | 81.58 | |
| S-LLMRBackbone=DCNv22025.12 | 81.5 | |
| LLM-CFBackbone=DeepFM2025.12 | 81.37 | |
| LLM-CFBackbone=DCNv22025.12 | 81.31 | |
| KDBackbone=DCNv22025.12 | 81.12 | |
| DCNv2Framework=None2025.12 | 81.1 | |
| S-LLMRBackbone=DIN2025.12 | 81 | |
| LLM-CFBackbone=DCNv12025.12 | 80.92 | |
| LLM-CFBackbone=DIN2025.12 | 80.89 | |
| LLM-CFBackbone=AutoInt2025.12 | 80.88 | |
| KARBackbone=DCNv22025.12 | 80.87 | |
| KDBackbone=DeepFM2025.12 | 80.43 | |
| KDBackbone=DCNv12025.12 | 80.4 | |
| KARBackbone=AutoInt2025.12 | 80.39 | |
| KARBackbone=DCNv12025.12 | 80.24 | |
| DCNv1Framework=None2025.12 | 80.23 | |
| KDBackbone=DIN2025.12 | 80.23 | |
| KDBackbone=AutoInt2025.12 | 80.12 | |
| AutoIntFramework=None2025.12 | 80.03 | |
| KARBackbone=DeepFM2025.12 | 79.91 | |
| DeepFMFramework=None2025.12 | 79.9 | |
| DINFramework=None2025.12 | 79.86 | |
| KARBackbone=DIN2025.12 | 79.71 |