Node Classification on PubMed (standard)
90.15Mean AccuracyGCNII
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GCNII2023.08 | 90.15 | — | — | |
| UniG-Encoder2023.08 | 89.76 | — | — | |
| GloGNN2023.08 | 89.62 | — | — | |
| H2GCN2023.08 | 89.59 | — | — | |
| GGCN2023.08 | 89.15 | — | — | |
| BernNetK=102021.06 | 88.48 | 88.48 | 0.41 | |
| GPR-GNN2021.06 | 88.46 | 88.46 | 0.33 | |
| GraphSAGE2023.08 | 88.45 | — | — | |
| GCN2023.08 | 88.42 | — | — | |
| APPNP2021.06 | 88.12 | 88.12 | 0.31 | |
| ChebNet2021.06 | 87.95 | 87.95 | 0.28 | |
| MLP2023.08 | 87.16 | — | — | |
| GAT2021.06 | 87.04 | 87.04 | 0.24 | |
| GCN2021.06 | 86.74 | 86.74 | 0.27 | |
| GAT2023.08 | 86.33 | — | — | |
| MLP2021.06 | 85.94 | 85.94 | 0.22 |