Node Classification on Cornell (10 different splits)
92.45AccuracyGPRGNN
Evaluation Results
| Method | Links | |
|---|---|---|
| GPRGNNnumber of splits=102022.05 | 92.45 | |
| EvenNetnumber of splits=102022.05 | 92.13 | |
| MLPnumber of splits=102022.05 | 90.17 | |
| FAGCNnumber of splits=102022.05 | 90.16 | |
| GCNIInumber of splits=102022.05 | 89.83 | |
| GREAD-AC2022.11 | 87.03 | |
| GREAD-BS2022.11 | 86.49 | |
| GREAD-F2022.11 | 86.49 | |
| GREAD-ST2022.11 | 86.22 | |
| GREAD-FB2022.11 | 86.22 | |
| BLEND2022.11 | 85.95 | |
| GREAD-FB*2022.11 | 85.95 | |
| GGCN2022.11 | 85.68 | |
| GREAD-Z2022.11 | 85.68 | |
| H2GCNnumber of splits=102022.05 | 85.57 | |
| ACM-GCN2022.11 | 85.14 | |
| Sheaf2022.11 | 84.86 | |
| GloGNN2022.11 | 83.51 | |
| GRAFF2022.11 | 83.24 | |
| H2GCN2022.11 | 82.7 | |
| GRAND2022.11 | 82.16 | |
| GATnumber of splits=102022.05 | 81.97 | |
| GCNII2022.11 | 77.86 | |
| LINKX2022.11 | 77.84 | |
| GCNnumber of splits=102022.05 | 74.09 | |
| CGNN2022.11 | 66.22 | |
| Geom-GCN2022.11 | 60.54 |