Node Classification on Wisconsin H=0.19
82.15AccuracyMPL
Evaluation results
| Method | Links | |
|---|---|---|
| MPL2025.01 | 82.15 | |
| DeltaGNNvariant=linear2025.01 | 80 | |
| UniMP2025.01 | 79.6 | |
| DeltaGNNvariant=constant2025.01 | 79.21 | |
| H2GCN2025.01 | 77.57 | |
| DeltaGNNvariant=control, rewiring_strategy=DC2025.01 | 76.47 | |
| DeltaGNNvariant=control, rewiring_strategy=RC2025.01 | 76.08 | |
| DeltaGNNvariant=control, rewiring_strategy=CC2025.01 | 75.29 | |
| DeltaGNNvariant=control, rewiring_strategy=EC2025.01 | 74.9 | |
| DeltaGNNvariant=control, rewiring_strategy=BC2025.01 | 74.51 | |
| DeltaGNNvariant=control2025.01 | 74.12 | |
| DeltaGNNvariant=control, rewiring_strategy=FC2025.01 | 73.33 | |
| GEOM-GCN2025.01 | 68.63 | |
| NAGphormer2025.01 | 62.55 | |
| SDRF2025.01 | 61.55 | |
| GCNrewiring_strategy=RC2025.01 | 56.86 | |
| GCNrewiring_strategy=DC2025.01 | 56.47 | |
| GCN2025.01 | 55.69 | |
| GINrewiring_strategy=BC2025.01 | 55.29 | |
| GCNrewiring_strategy=BC2025.01 | 54.9 | |
| GCNrewiring_strategy=CC2025.01 | 54.9 | |
| GCNrewiring_strategy=IFS2025.01 | 54.51 | |
| GINrewiring_strategy=CC2025.01 | 53.72 | |
| GINrewiring_strategy=DC2025.01 | 53.33 | |
| GINrewiring_strategy=IFS2025.01 | 53.33 | |
| GINrewiring_strategy=EC2025.01 | 52.94 | |
| GINrewiring_strategy=RC2025.01 | 52.94 | |
| GCNrewiring_strategy=FC2025.01 | 52.55 | |
| GIN2025.01 | 52.55 | |
| GCNrewiring_strategy=EC2025.01 | 52.16 | |
| GATrewiring_strategy=BC2025.01 | 52.16 | |
| GATrewiring_strategy=CC2025.01 | 52.16 | |
| GATrewiring_strategy=RC2025.01 | 51.76 | |
| GAT2025.01 | 51.37 | |
| GATrewiring_strategy=DC2025.01 | 50.59 | |
| GATrewiring_strategy=EC2025.01 | 50.59 | |
| GATrewiring_strategy=FC2025.01 | 50.2 | |
| GINrewiring_strategy=FC2025.01 | 49.8 | |
| GATrewiring_strategy=IFS2025.01 | 47.84 |