Graph Classification on D&D (Accuracy and Gain)
80.64AccuracyDIFFPOOL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIFFPOOLCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.06 | 80.64 | 6.27 | |
| DIFFPOOL-NOLPCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.06 | 79.98 | 5.95 | |
| SORTPOOLCategory=GNN, Validation=10-fold cross validation2018.06 | 79.37 | 3.39 | |
| WL-OACategory=Kernel, Validation=10-fold cross validation2018.06 | 79.04 | — | |
| SHORTEST-PATHCategory=Kernel, Validation=10-fold cross validation2018.06 | 78.86 | — | |
| SET2SETCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.06 | 78.12 | 3.32 | |
| PATCHYSANCategory=GNN, Validation=10-fold cross validation2018.06 | 76.27 | 4.17 | |
| DIFFPOOL-DETCategory=GNN, Base GNN=GraphSage, Validation=10-fold cross validation2018.06 | 75.47 | 5.42 | |
| GRAPHSAGECategory=GNN, Validation=10-fold cross validation2018.06 | 75.42 | — | |
| GRAPHLETCategory=Kernel, Validation=10-fold cross validation2018.06 | 74.85 | — | |
| ECCCategory=GNN, Validation=10-fold cross validation2018.06 | 74.1 | 0.11 | |
| 1-WLCategory=Kernel, Validation=10-fold cross validation2018.06 | 74.02 | — |