Graph Recommendation on Yelp 2018
4.87R@10LightGCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LightGCNData Augmentation=VoteGCL2025.07 | 4.87 | 2.47 | 3.49 | |
| SGLData Augmentation=None2025.07 | 4.46 | 2.23 | 0.96 | |
| XSimGCLData Augmentation=VoteGCL2025.07 | 4.42 | 2.34 | 2.1 | |
| XSimGCLData Augmentation=None2025.07 | 4.35 | 2.21 | 0.68 | |
| LightGCNData Augmentation=None2025.07 | 4.25 | 2.14 | 0.38 | |
| GraphDAData Augmentation=None2025.07 | 4.22 | 2.3 | 0.32 | |
| NGCFData Augmentation=VoteGCL2025.07 | 4.01 | 2.01 | 0.18 | |
| NGCFData Augmentation=None2025.07 | 3.75 | 2.29 | 0.14 | |
| GraphAugData Augmentation=None2025.07 | 3.52 | 1.25 | 0.12 | |
| MF-BPRData Augmentation=None2025.07 | 3.04 | 1.47 | 0.75 |