Node Classification on Actor homophily: 0.22 (test)
44.48AccuracyNW-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| NW-GNNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 44.48 | |
| GBKGNNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 42.89 | |
| IIE-GNNCategory=Ours2022.11 | 39.91 | |
| GGCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 37.54 | |
| F2GCNCategory=NAS-GNNs, Results Source=Original Paper2022.11 | 37.01 | |
| WRGNNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 36.53 | |
| MLP+GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 36.24 | |
| MLPCategory=Baseline2022.11 | 36.17 | |
| GCN-JKCategory=Baseline2022.11 | 36.16 | |
| H2GCNCategory=Refine GNNs, Results Source=Original Paper2022.11 | 35.86 | |
| GraphSAGECategory=Baseline2022.11 | 34.61 | |
| MixHopCategory=Baseline2022.11 | 33.01 | |
| Geom-GCNCategory=Extend non-local GNNs, Results Source=Original Paper2022.11 | 31.63 | |
| GCNCategory=Baseline2022.11 | 28.16 |