Graph Recommendation on MovieLens 1M
0.0928R@10LightGCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LightGCNData Augmentation=VoteGCL2025.07 | 0.0928 | 0.0462 | 0.0145 | |
| XSimGCLData Augmentation=VoteGCL2025.07 | 0.0901 | 0.0428 | 0.0123 | |
| XSimGCLData Augmentation=None2025.07 | 0.0857 | 0.0416 | 0.0098 | |
| LightGCNData Augmentation=None2025.07 | 0.0817 | 0.0403 | 0.0027 | |
| SGLData Augmentation=None2025.07 | 0.0812 | 0.0402 | 0.0028 | |
| GraphDAData Augmentation=None2025.07 | 0.0799 | 0.0385 | 0.0104 | |
| MF-BPRData Augmentation=None2025.07 | 0.0712 | 0.0365 | 0.0015 | |
| NGCFData Augmentation=VoteGCL2025.07 | 0.0659 | 0.0375 | 0.0061 | |
| GraphAugData Augmentation=None2025.07 | 0.0643 | 0.0268 | 0.0056 | |
| NGCFData Augmentation=None2025.07 | 0.0628 | 0.0311 | 0.0011 |