Conformal Node Classification on PubMed
1.62Coverage Size (alpha=0.05)SNAPS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SNAPSCalibration set size=1000, Non-conformity scores=APS, Training/validation nodes per class=20, Number of GCN trials=10, Number of conformal splits=1002024.05 | 1.62 | 1.35 | 0.98 | |
| CF-GNNCalibration set size=1000, Non-conformity scores=APS, Training/validation nodes per class=20, Number of GCN trials=10, Number of conformal splits=1002024.05 | 2.13 | 1.86 | 148 |