Graph property detection on Tree Large synthetic (test)
97F1 ScoreVSAL
Evaluation results
| Method | Links | |
|---|---|---|
| VSALGraph Encoder=Graphormer, Resolution Variant=E-528, Initial Layout=circular2026.02 | 97 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=V-224, Initial Layout=circular2026.02 | 96 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=E-380, Initial Layout=circular2026.02 | 96 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-528, Initial Layout=circular2026.02 | 95 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=R-224, Initial Layout=circular2026.02 | 95 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=E-224, Initial Layout=circular2026.02 | 95 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=V-224, Initial Layout=circular2026.02 | 94 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-380, Initial Layout=circular2026.02 | 93 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=R-224, Initial Layout=circular2026.02 | 91 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-224, Initial Layout=circular2026.02 | 91 | |
| GraphsGPT2026.02 | 89 | |
| Graphormer-GD2026.02 | 88 | |
| Graphormer2026.02 | 87 | |
| EquiformerV22026.02 | 85 | |
| VN-Solver-SLayout=spiral2026.02 | 77 | |
| VN-Solver-CLayout=circular2026.02 | 76 | |
| Random2026.02 | 51 |