Link sign prediction on Wiki-elec (test)
89.3AUCSIGAT + SGA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SIGAT + SGABackbone=SIGAT, SGA integration=true2024.09 | 89.3 | 91.1 | — | |
| GS-GNN + SGABackbone=GS-GNN, SGA integration=true2024.09 | 88.8 | 91 | — | |
| GS-GNNBackbone=GS-GNN, SGA integration=false2024.09 | 88.2 | 90.9 | — | |
| SIGATBackbone=SIGAT, SGA integration=false2024.09 | 88 | 90.9 | — | |
| SGCN + SGABackbone=SGCN, SGA integration=true2024.09 | 77.4 | 87 | — | |
| SGCNBackbone=SGCN, SGA integration=false2024.09 | 70.2 | 81.4 | — | |
| GCN + SGABackbone=GCN, SGA integration=true2024.09 | 66.9 | 77.5 | — | |
| GCNBackbone=GCN, SGA integration=false2024.09 | 64.2 | 76.6 | — | |
| GAT + SGABackbone=GAT, SGA integration=true2024.09 | 58.5 | 72.4 | — | |
| GATBackbone=GAT, SGA integration=false2024.09 | 54.7 | 66.7 | — |