Node Classification on Squirrel (dense)
56.61Mean AccuracyDCQ-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCQ-GNNSplit setting=dense2026.06 | 56.61 | 2.5 | |
| AutoSGNNSplit setting=dense2026.06 | 56.58 | 4.5 | |
| LHK-GNNSplit setting=dense2026.06 | 56.34 | 4 | |
| BernNetSplit setting=dense2026.06 | 51.35 | 6 | |
| GPR-GNNsplitting=dense2020.06 | 49.93 | — | |
| GCNsplitting=dense2020.06 | 45.66 | — | |
| JKNetsplitting=dense2020.06 | 44.72 | — | |
| SGCsplitting=dense2020.06 | 43.14 | — | |
| GATsplitting=dense2020.06 | 42.72 | — | |
| SAGEsplitting=dense2020.06 | 41.26 | — | |
| GCN-Chebysplitting=dense2020.06 | 40.67 | — | |
| GeomGCNsplitting=dense2020.06 | 38.28 | — | |
| GCNIISplit setting=dense2026.06 | 37.34 | 3.75 | |
| APPNPsplitting=dense2020.06 | 34.77 | — | |
| GATSplit setting=dense2026.06 | 33.87 | 6 | |
| GCNSplit setting=dense2026.06 | 32.14 | 7.5 | |
| MLPsplitting=dense2020.06 | 31.28 | — |