Node Classification on Texas homophily: 0.11 (test)
85.84AccuracyIIE-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| IIE-GNNCategory=Ours2022.11 | 85.84 | |
| H2GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 84.86 | |
| GGCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 84.86 | |
| F2GCNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 83.78 | |
| WRGNNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 83.62 | |
| MLP+GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 83.6 | |
| MLPCategory=Baseline2022.11 | 83.3 | |
| NW-GNNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 81.8 | |
| GBKGNNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 80.61 | |
| GCN-JKCategory=Baseline2022.11 | 80.27 | |
| GraphSAGECategory=Baseline2022.11 | 73.78 | |
| UGCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 71.72 | |
| MixHopCategory=Baseline2022.11 | 71.35 | |
| Geom-GCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 67.57 | |
| GCNCategory=Baseline2022.11 | 57.57 |