Node Classification on snap-patents
75.1AccuracyFaberNet
Evaluation Results
| Method | Links | |
|---|---|---|
| FaberNet2023.10 | 75.1 | |
| Dir-GNN2023.10 | 73.95 | |
| Dir-GNN2023.05 | 73.95 | |
| Gradient Gating2023.10 | 69.5 | |
| Gradient Gating2023.05 | 69.5 | |
| FSGNN2023.10 | 65.07 | |
| FSGNN2023.05 | 65.07 | |
| GloGNN++2022.05 | 62.09 | |
| GloGNN2023.10 | 62.09 | |
| GloGNN2023.05 | 62.09 | |
| GloGNN2022.05 | 62.03 | |
| LINKX2022.05 | 61.95 | |
| LINKX2023.10 | 61.95 | |
| LINKX2023.05 | 61.95 | |
| ACM-GCN2023.10 | 55.14 | |
| ACM-GCN2023.05 | 55.14 | |
| MixHop2022.05 | 52.16 | |
| GCN2023.10 | 51.02 | |
| GCN2023.05 | 51.02 | |
| NLGCN2020.05 | 50.8 | |
| NLGATSmaller hidden dimensions=true2020.05 | 48.3 | |
| GCN2020.05 | 45.7 | |
| GCN2022.05 | 45.65 | |
| GATSmaller hidden dimensions=true2020.05 | 45.4 | |
| GAT2022.05 | 45.37 | |
| GPR-GNN2022.05 | 40.19 | |
| GPR-GNN2023.10 | 40.19 | |
| GPR-GNN2023.05 | 40.19 | |
| GCNII2022.05 | 37.88 | |
| NLMLP2020.05 | 32.1 | |
| MLP2022.05 | 31.34 | |
| MLP2023.10 | 31.34 | |
| MLP2023.05 | 31.34 | |
| MLP2020.05 | 31.3 |