Graph Classification on COX2-MD
76.33AccuracyWWL
Evaluation results
| Method | Links | |
|---|---|---|
| WWL2019.06 | 76.33 | |
| HGK-WL2019.06 | 74.61 | |
| EGIN-Cepsilon parameter=not retained, validation=10-fold cross-validation2025.12 | 74.2 | |
| EGIN-C-epsilonepsilon parameter=retained, validation=10-fold cross-validation2025.12 | 73.4 | |
| RBF-WL2019.06 | 71.83 | |
| HGK-SP2019.06 | 68.52 | |
| EGINepsilon parameter=not retained, validation=10-fold cross-validation2025.12 | 68.1 | |
| EGIN-Eepsilon parameter=not retained, validation=10-fold cross-validation2025.12 | 67.1 | |
| GH2019.06 | 66.2 | |
| EGIN-epsilonepsilon parameter=retained, validation=10-fold cross-validation2025.12 | 65.1 | |
| VH-C2019.06 | 64.89 | |
| EGIN-E-epsilonepsilon parameter=retained, validation=10-fold cross-validation2025.12 | 64.1 | |
| EGCNvalidation=10-fold cross-validation2025.12 | 63.7 | |
| GATvalidation=10-fold cross-validation2025.12 | 62.4 | |
| GALA2024.10 | 56.6 | |
| DGCNNvalidation=10-fold cross-validation2025.12 | 55.1 | |
| PLUE2024.10 | 54.4 | |
| GCN2024.10 | 54.1 | |
| Mean-Teacher2024.10 | 53 | |
| GINvalidation=10-fold cross-validation2025.12 | 52.8 | |
| GAT2024.10 | 52 | |
| GIN2024.10 | 51.1 | |
| GraphSAGE2024.10 | 49.2 | |
| TGNN2024.10 | 48.3 | |
| InfoGraph2024.10 | 45.9 |