Link sign prediction on Bitcoin-otc (test)
90.7AUCGS-GNN + SGA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GS-GNN + SGABackbone=GS-GNN, SGA integration=true2024.09 | 90.7 | 96.1 | — | — | |
| SIGAT + SGABackbone=SIGAT, SGA integration=true2024.09 | 90.2 | 95.7 | — | — | |
| SIGATBackbone=SIGAT, SGA integration=false2024.09 | 88.3 | 95.5 | — | — | |
| GS-GNNBackbone=GS-GNN, SGA integration=false2024.09 | 88.3 | 95.9 | — | — | |
| SGCN + SGABackbone=SGCN, SGA integration=true2024.09 | 82.1 | 94.6 | — | — | |
| SGCNBackbone=SGCN, SGA integration=false2024.09 | 79.4 | 92.3 | — | — | |
| GAT + SGABackbone=GAT, SGA integration=true2024.09 | 71.7 | 90 | — | — | |
| GCNBackbone=GCN, SGA integration=false2024.09 | 69.2 | 83 | — | — | |
| GATBackbone=GAT, SGA integration=false2024.09 | 68.2 | 86 | — | — | |
| GCN + SGABackbone=GCN, SGA integration=true2024.09 | 67.8 | 86.8 | — | — |