Recommendation on KuaiRec (Recall@20, NDCG@20, HR@20)
3.46Recall@20DPAA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DPAABackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 3.46 | 5.88 | 62.13 | |
| PPACBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 3.13 | 4.74 | 33.4 | |
| DAPBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 2.22 | 1.2 | 18.58 | |
| CVIBBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 1.16 | 1.34 | 11.06 | |
| APDABackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 1.13 | 1.13 | 10.82 | |
| MACRBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 0.39 | 0.41 | 8.16 | |
| LightGCNBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 0.39 | 0.29 | 4.87 | |
| NAVIPBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 0.16 | 0.9 | 11.28 | |
| SAM-REGBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 0.15 | 0.86 | 8.3 | |
| IPSBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=42026.05 | 0.09 | 0.6 | 5.75 |