| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Node Classification Explanation | Tree-grid | IoU93.25 | 32 | |
| Structural Explanation | Tree-Grid | Precision97.11 | 9 | |
| Node Classification | Tree-Grid | Accuracy99.92 | 7 | |
| Node Classification Explanation | TREE-GRID synthetic (test) | Accuracy97.4 | 5 | |
| Node Classification | Tree-Grid | Concept Completeness96.92 | 4 | |
| Node classification (edge-level explanation) | Tree-Grid | AUC-ROC67.8 | 3 | |
| Link Prediction | Tree-Grid | Fid_alpha1 (+)0.166 | 2 |