| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node classification | Fitness | Accuracy67.18 | 14 | |
| Hyperedge Prediction | Fitness | Accuracy67.32 | 14 | |
| Binary Classification | Fitness TabArena v0.1 (test) | ROC AUC0.828 | 10 | |
| Link prediction | Fitness | AP97.89 | 8 | |
| Planning | Fitness 1.0 (test) | F1 Score23 | 7 | |
| Classification | Fitness (NS) | Accuracy (NS)58.3 | 4 | |
| Classification | Fitness (FNS) | Accuracy58.6 | 4 | |
| Classification | Fitness (test) | Accuracy (FNS)67.3 | 4 | |
| Node Classification | Fitness (test) | Accuracy66.59 | 1 |