Graph property detection on Tree Small synthetic (test)
98F1 ScoreVSAL
Evaluation results
| Method | Links | |
|---|---|---|
| VSALGraph Encoder=Graphormer, Resolution Variant=V-224, Initial Layout=circular2026.02 | 98 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=E-224, Initial Layout=circular2026.02 | 98 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=E-380, Initial Layout=circular2026.02 | 98 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=E-528, Initial Layout=circular2026.02 | 98 | |
| Graphormer2026.02 | 98 | |
| Graphormer-GD2026.02 | 98 | |
| GraphsGPT2026.02 | 98 | |
| VSALGraph Encoder=Graphormer, Resolution Variant=R-224, Initial Layout=circular2026.02 | 97 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=V-224, Initial Layout=circular2026.02 | 96 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-224, Initial Layout=circular2026.02 | 96 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-380, Initial Layout=circular2026.02 | 96 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=E-528, Initial Layout=circular2026.02 | 96 | |
| EquiformerV22026.02 | 94 | |
| VSALGraph Encoder=DenseGCN, Resolution Variant=R-224, Initial Layout=circular2026.02 | 93 | |
| VN-Solver-CLayout=circular2026.02 | 83 | |
| VN-Solver-SLayout=spiral2026.02 | 81 | |
| Random2026.02 | 38 |