Link Sign Prediction on Slashdot (F1-micro, F1-macro)
83.2F1-microSiGAT + SGA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SiGAT + SGABackbone=SiGAT2024.09 | 83.2 | 74.5 | |
| SiGAT2024.09 | 82.7 | 73 | |
| GS-GNN2024.09 | 81.6 | 70.3 | |
| GS-GNN + SGABackbone=GS-GNN2024.09 | 81.6 | 72.1 | |
| SGCN + SGABackbone=SGCN2024.09 | 77 | 68.1 | |
| GAT + SGABackbone=GAT2024.09 | 58.7 | 51.3 | |
| SGCN2024.09 | 58.2 | 54.6 | |
| GAT2024.09 | 57.5 | 44.4 | |
| GCN + SGABackbone=GCN2024.09 | 52.2 | 46.5 | |
| GCN2024.09 | 46.3 | 44.5 |