Sign prediction on Wiki-RfA
0.853AUCFGMNB
Evaluation Results
| Method | Links | |
|---|---|---|
| FGMNB2025.12 | 0.853 | |
| GMMNB2025.12 | 0.819 | |
| ASGLepsilon=62025.11 | 0.81 | |
| SiGATepsilon=62025.11 | 0.8099 | |
| SE-SGformer2025.12 | 0.8 | |
| ASGLepsilon=42025.11 | 0.7986 | |
| ASGLepsilon=32025.11 | 0.7963 | |
| SDGNNepsilon=62025.11 | 0.793 | |
| LSNEepsilon=62025.11 | 0.7832 | |
| SiGATepsilon=42025.11 | 0.7777 | |
| ASGLepsilon=22025.11 | 0.7706 | |
| DNE-SBP2025.12 | 0.76 | |
| SDGNNepsilon=42025.11 | 0.7267 | |
| SDGNNepsilon=32025.11 | 0.7142 | |
| SGCNepsilon=62025.11 | 0.711 | |
| SDGNNepsilon=22025.11 | 0.7066 | |
| SiGATepsilon=32025.11 | 0.7023 | |
| SGCNepsilon=42025.11 | 0.7008 | |
| ASGLepsilon=12025.11 | 0.668 | |
| SDGNNepsilon=12025.11 | 0.6558 | |
| LSNEepsilon=42025.11 | 0.6553 | |
| SiGATepsilon=22025.11 | 0.6525 | |
| SGCNepsilon=32025.11 | 0.6515 | |
| SGCNepsilon=22025.11 | 0.6456 | |
| SiGATepsilon=12025.11 | 0.6313 | |
| LSNEepsilon=32025.11 | 0.6119 | |
| GAPepsilon=62025.11 | 0.5937 | |
| SDGNN2025.12 | 0.582 | |
| SGCN2025.12 | 0.58 | |
| GAPepsilon=42025.11 | 0.5717 | |
| GAPepsilon=32025.11 | 0.5612 | |
| SiGAT2025.12 | 0.553 | |
| GAPepsilon=22025.11 | 0.5506 | |
| GAPepsilon=12025.11 | 0.5356 | |
| LSNEepsilon=22025.11 | 0.5253 | |
| SGCNepsilon=12025.11 | 0.5107 | |
| LSNEepsilon=12025.11 | 0.5086 |