Link Sign Prediction on Bitcoin-OTC
92AUCFGMNB
Evaluation Results
| Method | Links | |
|---|---|---|
| FGMNB2025.12 | 92 | |
| GMMNB2025.12 | 90.3 | |
| ASGLepsilon=62025.11 | 88.01 | |
| LSNEepsilon=62025.11 | 87.76 | |
| SiGATepsilon=62025.11 | 87.06 | |
| SDGNNepsilon=62025.11 | 85.71 | |
| ASGLepsilon=42025.11 | 85.05 | |
| ASGLepsilon=32025.11 | 84.88 | |
| ASGLepsilon=22025.11 | 84.62 | |
| SiGATepsilon=42025.11 | 83.79 | |
| DNE-SBP2025.12 | 83.6 | |
| SiGAT2025.12 | 83.1 | |
| LSNEepsilon=42025.11 | 82.39 | |
| SGCN-2aggregation steps=22018.08 | 82.3 | |
| SDGNN2025.12 | 82 | |
| SGCN-1aggregation steps=12018.08 | 81.8 | |
| SGCN-1+aggregation steps=multiple2018.08 | 81.7 | |
| SiNE2018.08 | 81.4 | |
| SGCN2025.12 | 81.1 | |
| SDGNNepsilon=42025.11 | 81.05 | |
| SSE2018.08 | 80.3 | |
| ASGLepsilon=12025.11 | 80.04 | |
| SDGNNepsilon=32025.11 | 79.13 | |
| SDGNNepsilon=22025.11 | 78.72 | |
| SiGATepsilon=32025.11 | 78.69 | |
| SGCNepsilon=62025.11 | 78.01 | |
| SDGNNepsilon=12025.11 | 76.55 | |
| SGCNepsilon=42025.11 | 75.16 | |
| GAPepsilon=62025.11 | 74.11 | |
| SiGATepsilon=22025.11 | 72.82 | |
| SE-SGformer2025.12 | 72.1 | |
| LSNEepsilon=32025.11 | 70.41 | |
| SiGATepsilon=12025.11 | 70.11 | |
| GAPepsilon=42025.11 | 67.41 | |
| SGCNepsilon=32025.11 | 66.34 | |
| GAPepsilon=32025.11 | 64.86 | |
| SIDE2018.08 | 61.8 | |
| GAPepsilon=22025.11 | 57.82 | |
| GAPepsilon=12025.11 | 57.63 | |
| SGCNepsilon=22025.11 | 57.4 | |
| SGCNepsilon=12025.11 | 55.65 | |
| LSNEepsilon=22025.11 | 54.05 | |
| LSNEepsilon=12025.11 | 50.3 |