Graph Classification on NCI Fair setup
85.4AccuracyShareGNN
Evaluation results
| Method | Links | |
|---|---|---|
| ShareGNNEvaluation Setup=Fair, Input Variant=Constant (ones)2026.05 | 85.4 | |
| ShareGNN (Random)Evaluation Setup=Fair, Input Variant=Gaussian noise (std 0.5)2026.05 | 85.3 | |
| GT + R−CovEvaluation Setup=Fair2026.05 | 83.1 | |
| GTEvaluation Setup=Fair2026.05 | 80.5 | |
| GATv2Evaluation Setup=Fair2026.05 | 80.4 | |
| GINEvaluation Setup=Fair2026.05 | 80.3 | |
| GraphSAGEEvaluation Setup=Fair2026.05 | 79 | |
| GATEvaluation Setup=Fair2026.05 | 76.1 |