Recommendation on Yahoo! R3 (k=20 metrics)
14.82Recall@20DPAA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DPAABackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.82 | 6.6 | 22.18 | |
| NAVIPBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.52 | 6.45 | 21.75 | |
| PPACBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.49 | 6.41 | 21.42 | |
| CVIBBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.35 | 6.43 | 21.27 | |
| DAPBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.23 | 6.4 | 21.57 | |
| APDABackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.14 | 6.44 | 21.11 | |
| LightGCNBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 14.11 | 6.28 | 21.34 | |
| IPSBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 13 | 5.78 | 19.72 | |
| SAM-REGBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 12.29 | 5.51 | 18.59 | |
| MACRBackbone=LightGCN, Embedding Dimension=256, Number of GCN layers=22026.05 | 0.95 | 0.33 | 1.9 |