Node Classification on Chameleon (10 different splits)
71.38AccuracyGREAD-BS
Evaluation Results
| Method | Links | |
|---|---|---|
| GREAD-BS2022.11 | 71.38 | |
| GGCN2022.11 | 71.14 | |
| GRAFF2022.11 | 71.08 | |
| GloGNN2022.11 | 69.78 | |
| LINKX2022.11 | 68.42 | |
| Sheaf2022.11 | 68.04 | |
| GPRGNNnumber of splits=102022.05 | 67.13 | |
| ACM-GCN2022.11 | 66.93 | |
| EvenNetnumber of splits=102022.05 | 66.13 | |
| GREAD-FB2022.11 | 66.05 | |
| GREAD-FB*2022.11 | 65.83 | |
| GREAD-F2022.11 | 65.2 | |
| GREAD-AC2022.11 | 65.09 | |
| GATnumber of splits=102022.05 | 64.02 | |
| GCNII2022.11 | 63.86 | |
| GCNnumber of splits=102022.05 | 63.28 | |
| GREAD-ST2022.11 | 63.03 | |
| GREAD-Z2022.11 | 62.7 | |
| SimP-GCN2023.12 | 62.61 | |
| Geom-GCN2023.12 | 60.9 | |
| H2GCN2022.11 | 60.11 | |
| BLEND2022.11 | 60.11 | |
| Geom-GCN2022.11 | 60 | |
| FAGCNnumber of splits=102022.05 | 56.67 | |
| H2GCNnumber of splits=102022.05 | 55.88 | |
| GRAND2022.11 | 54.67 | |
| UGCN2023.12 | 54.07 | |
| GCNIInumber of splits=102022.05 | 50.76 | |
| CGNN2022.11 | 46.89 | |
| MLPnumber of splits=102022.05 | 46.65 |