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5.86R@50ToP-Rec
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ToP-RecBackbone=LightGCN2025.12 | 5.86 | 8.41 | 1.3275 | 1.3852 | |
| LightGCNBackbone=Self2025.12 | 5.67 | 8.3 | 1.2841 | 1.3413 | |
| CDMBackbone=LightGCN2025.12 | 5.62 | 8.14 | 1.2986 | 1.3461 | |
| LLM4Re-ABackbone=LightGCN2025.12 | 5.62 | 8.27 | 1.2855 | 1.3424 | |
| LLM4Re-ADBackbone=LightGCN2025.12 | 5.6 | 8.22 | 1.2864 | 1.3466 | |
| LLMRec-MMRBackbone=LightGCN2025.12 | 5.58 | 8.2 | 1.3056 | 1.3551 | |
| MMRBackbone=LightGCN2025.12 | 5.4 | 7.9 | 1.3078 | 1.355 | |
| BoxBackbone=LightGCN2025.12 | 5.27 | 7.41 | 1.2844 | 1.3407 | |
| LCD-UCBackbone=LightGCN2025.12 | 5.17 | 7.68 | 1.3154 | 1.3784 | |
| RandomBackbone=LightGCN2025.12 | 4.94 | 7.3 | 1.2954 | 1.3475 | |
| DPPBackbone=LightGCN2025.12 | 4.67 | 7.65 | 1.3048 | 1.3532 |