Conformal Node Classification on CiteSeer
1.84Size (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 | 1.84 | 1.39 | 0.71 | |
| 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 | 3.07 | 1.96 | 124 |