Link sign prediction on Wiki-RfA (test)
88AUCSIGAT + SGA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SIGAT + SGABackbone=SIGAT, SGA integration=true2024.09 | 88 | 90.4 | — | |
| GS-GNN + SGABackbone=GS-GNN, SGA integration=true2024.09 | 87.5 | 90.4 | — | |
| SIGATBackbone=SIGAT, SGA integration=false2024.09 | 87.1 | 90.3 | — | |
| GS-GNNBackbone=GS-GNN, SGA integration=false2024.09 | 86.8 | 90.3 | — | |
| SGCN + SGABackbone=SGCN, SGA integration=true2024.09 | 75.6 | 85.5 | — | |
| SGCNBackbone=SGCN, SGA integration=false2024.09 | 65.8 | 72 | — | |
| GCN + SGABackbone=GCN, SGA integration=true2024.09 | 63.5 | 74.7 | — | |
| GCNBackbone=GCN, SGA integration=false2024.09 | 60.5 | 73.3 | — | |
| GAT + SGABackbone=GAT, SGA integration=true2024.09 | 53.4 | 69.9 | — | |
| GATBackbone=GAT, SGA integration=false2024.09 | 51.8 | 72.2 | — |