Node Classification on Squirrel (48%/32%/20%)
73.65AccuracyDual-Net GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dual-Net GNNdata split=48%/32%/20%2026.03 | 73.65 | 5.9 | |
| HP-GMNdata split=48%/32%/20%2026.03 | 72.3 | 8.1 | |
| P2GNNdata split=48%/32%/20%2026.03 | 71.88 | 2 | |
| LINKXdata split=48%/32%/20%2026.03 | 61.81 | 11.4 | |
| ProtoGNNdata split=48%/32%/20%2026.03 | 59.29 | 11.5 | |
| GloGNN++data split=48%/32%/20%2026.03 | 57.88 | 4 | |
| GloGNNdata split=48%/32%/20%2026.03 | 57.54 | 5.3 | |
| GGCNdata split=48%/32%/20%2026.03 | 55.17 | 5.4 | |
| ACM-GCNdata split=48%/32%/20%2026.03 | 54.4 | 5.8 | |
| GCNdata split=48%/32%/20%2026.03 | 53.43 | 13 | |
| WRGATdata split=48%/32%/20%2026.03 | 48.85 | 8.3 | |
| GATdata split=48%/32%/20%2026.03 | 40.72 | 13.4 | |
| GCNIIdata split=48%/32%/20%2026.03 | 38.47 | 9 | |
| H2GCNdata split=48%/32%/20%2026.03 | 36.48 | 9 | |
| GPR-GNNdata split=48%/32%/20%2026.03 | 31.61 | 11.3 | |
| MLPdata split=48%/32%/20%2026.03 | 28.77 | 12.4 |