Node Classification on Film (48%/32%/20% split)
2Average RankP2GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| P2GNNdata split=48%/32%/20%2026.03 | 2 | 37.47 | |
| GloGNN++data split=48%/32%/20%2026.03 | 4 | 37.7 | |
| GloGNNdata split=48%/32%/20%2026.03 | 5.3 | 37.35 | |
| GGCNdata split=48%/32%/20%2026.03 | 5.4 | 37.54 | |
| ACM-GCNdata split=48%/32%/20%2026.03 | 5.8 | 36.28 | |
| Dual-Net GNNdata split=48%/32%/20%2026.03 | 5.9 | 36.91 | |
| HP-GMNdata split=48%/32%/20%2026.03 | 8.1 | — | |
| WRGATdata split=48%/32%/20%2026.03 | 8.3 | 36.53 | |
| H2GCNdata split=48%/32%/20%2026.03 | 9 | 35.7 | |
| GCNIIdata split=48%/32%/20%2026.03 | 9 | 37.44 | |
| GPR-GNNdata split=48%/32%/20%2026.03 | 11.3 | 34.63 | |
| LINKXdata split=48%/32%/20%2026.03 | 11.4 | 36.1 | |
| ProtoGNNdata split=48%/32%/20%2026.03 | 11.5 | 30.62 | |
| MLPdata split=48%/32%/20%2026.03 | 12.4 | 36.53 | |
| GCNdata split=48%/32%/20%2026.03 | 13 | 27.32 | |
| GATdata split=48%/32%/20%2026.03 | 13.4 | 27.44 |