Graph Classification on DD TUDataset (10-fold cross val)
82AccuracyWKPI-kM
Evaluation results
| Method | Links | |
|---|---|---|
| WKPI-kMMethod Category=Topology-based2026.05 | 82 | |
| RetGKMethod Category=Graph2026.05 | 81.6 | |
| WKPI-kCMethod Category=Topology-based2026.05 | 80.3 | |
| Nested GNN2023.06 | 77.8 | |
| SPNK=52023.06 | 77.4 | |
| PathNN-SPK=32023.06 | 77 | |
| PathNN-PK=12023.06 | 76.9 | |
| DGCNN2023.06 | 76.6 | |
| PathNN-SP+K=32023.06 | 76.5 | |
| PLACEClassification Protocol=linear SVM, Descriptor Filter=deg2026.05 | 76.3 | |
| GIN2023.06 | 75.3 | |
| PathNN-SPK=22023.06 | 75.3 | |
| DiffPool2023.06 | 75 | |
| PathNN-APK=22023.06 | 75 | |
| PathNN-SP+K=22023.06 | 74.7 | |
| GAT2023.06 | 73.9 | |
| GraphSAGE2023.06 | 72.9 | |
| SPNK=12023.06 | 72.7 | |
| ECC2023.06 | 72.6 |