Node Classification on Squirrel homophily: 0.22 (test)
57.32AccuracyIIE-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| IIE-GNNCategory=Ours2022.11 | 57.32 | |
| NW-GNNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 56.64 | |
| GBKGNNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 55.9 | |
| GGCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 55.17 | |
| MLP+GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 54.48 | |
| GCNCategory=Baseline2022.11 | 49.74 | |
| WRGNNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 48.85 | |
| F2GCNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 41.81 | |
| Geom-GCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 38.14 | |
| GCN-JKCategory=Baseline2022.11 | 37.84 | |
| GraphSAGECategory=Baseline2022.11 | 37.64 | |
| H2GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 36.42 | |
| MixHopCategory=Baseline2022.11 | 36.07 | |
| UGCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 34.39 | |
| MLPCategory=Baseline2022.11 | 31.68 |