Shortest Path Distance Bias Mitigation on Cora
0.015WDPLPSLGCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LPSLGCNBackbone=GCN2023.05 | 0.015 | 0.0248 | 0.0289 | |
| LPSLAPPNPBackbone=APPNP2023.05 | 0.0166 | 0.0253 | 0.0295 | |
| APPNPBackbone=APPNP2023.05 | 0.0218 | 0.0316 | 0.0369 | |
| GCNBackbone=GCN2023.05 | 0.0237 | 0.0444 | 0.0533 | |
| GRADE2023.05 | 0.0292 | 0.0369 | 0.0459 | |
| LPSL_GCNBackbone=GCN2023.05 | 0.0361 | 0.0438 | 0.0518 | |
| GRADE2023.05 | 0.0372 | 0.0489 | 0.0615 | |
| LPSL_APPNPBackbone=APPNP2023.05 | 0.039 | 0.0476 | 0.0562 | |
| GCN2023.05 | 0.0494 | 0.0618 | 0.0758 | |
| APPNP2023.05 | 0.0497 | 0.0616 | 0.0732 | |
| LP2023.05 | 0.0562 | 0.0632 | 0.0841 | |
| LP2023.05 | 0.1079 | 0.1378 | 0.1941 |