Shortest Path Distance Bias Mitigation on CiteSeer
0.0229WDPLPSL_GCN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LPSL_GCNBackbone=GCN2023.05 | 0.0229 | 0.0346 | 0.0476 | |
| GCN2023.05 | 0.0233 | 0.0376 | 0.0524 | |
| LPSLGCNBackbone=GCN2023.05 | 0.0246 | 0.0526 | 0.0714 | |
| LPSLAPPNPBackbone=APPNP2023.05 | 0.0265 | 0.049 | 0.0654 | |
| LPSL_APPNPBackbone=APPNP2023.05 | 0.0275 | 0.0349 | 0.0474 | |
| GRADE2023.05 | 0.0282 | 0.0517 | 0.0707 | |
| GCNBackbone=GCN2023.05 | 0.0296 | 0.0553 | 0.0752 | |
| APPNPBackbone=APPNP2023.05 | 0.0321 | 0.0495 | 0.0668 | |
| APPNP2023.05 | 0.0344 | 0.0426 | 0.0594 | |
| GRADE2023.05 | 0.0376 | 0.0467 | 0.0658 | |
| LP2023.05 | 0.0508 | 0.0735 | 0.109 | |
| LP2023.05 | 0.2282 | 0.2336 | 0.4692 |