Node Classification on Coauthor CS (Macro F1)
90.6Macro F1GTCN
Evaluation results
| Method | Links | |
|---|---|---|
| GTCNhop=102022.04 | 90.6 | |
| GTCNhop=102022.04 | 90.2 | |
| GTANhop=102022.04 | 90 | |
| GTANhop=102022.04 | 89.9 | |
| APPNPhop=102022.04 | 89.1 | |
| Tree-LSTMhop=22022.04 | 88.8 | |
| APPNPhop=102022.04 | 88.8 | |
| Tree-LSTMhop=22022.04 | 88.1 | |
| GAThop=22022.04 | 87.8 | |
| GCNhop=22022.04 | 87.7 | |
| DAGNNhop=102022.04 | 87.5 | |
| GAThop=22022.04 | 86.9 | |
| DAGNNhop=102022.04 | 86.9 | |
| GCNhop=22022.04 | 86.4 | |
| Deepwalk2020.09 | 85.5 | |
| NetMF (SCD)2020.09 | 85.3 | |
| Node2Vec2020.09 | 84.9 | |
| SNoRe SDF2020.09 | 80.3 | |
| VGAE2020.09 | 66.2 | |
| LINE2020.09 | 62.2 | |
| SNoRe2020.09 | 45.1 | |
| LP2020.09 | 12 | |
| Random2020.09 | 3.2 | |
| PPRS2020.09 | 2.6 |