Link Sign Prediction on Bitcoin-OTC (F1)
93.1F1 (micro)GS-GNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GS-GNN2024.09 | 93.1 | — | 75.4 | |
| GS-GNN + SGABackbone=GS-GNN2024.09 | 93 | — | 80.5 | |
| SiGAT + SGABackbone=SiGAT2024.09 | 92.2 | — | 78 | |
| SiGAT2024.09 | 91.8 | — | 72.4 | |
| SGCN + SGABackbone=SGCN2024.09 | 90.5 | — | 77.3 | |
| SGCN2024.09 | 86.7 | — | 72 | |
| GAT + SGABackbone=GAT2024.09 | 83 | — | 65.6 | |
| GCN + SGABackbone=GCN2024.09 | 78 | — | 60.1 | |
| GAT2024.09 | 77 | — | 59.9 | |
| GCN2024.09 | 72.9 | — | 57.7 | |
| SGCN-1Aggregation steps=12018.08 | — | 91.8 | — | |
| SGCN-1+Aggregation steps=Multiple2018.08 | — | 92.3 | — | |
| SGCN-2Aggregation strategy=Balance and unbalanced paths2018.08 | — | 92.5 | — | |
| SIDE2018.08 | — | 75 | — | |
| SINE2018.08 | — | 87.8 | — | |
| SSE2018.08 | — | 92.3 | — |