Link Sign Prediction on Epinions
0.8666AUCASGL
Evaluation results
| Method | Links | |
|---|---|---|
| ASGLepsilon=62025.11 | 0.8666 | |
| ASGLepsilon=42025.11 | 0.8658 | |
| SGCN-2aggregation steps=22018.08 | 0.864 | |
| LSNEepsilon=62025.11 | 0.8585 | |
| ASGLepsilon=32025.11 | 0.8513 | |
| SiNE2018.08 | 0.849 | |
| LSNEepsilon=42025.11 | 0.8434 | |
| SDGNNepsilon=62025.11 | 0.8428 | |
| SGCNepsilon=62025.11 | 0.8318 | |
| SiGATepsilon=62025.11 | 0.8253 | |
| SSE2018.08 | 0.822 | |
| ASGLepsilon=22025.11 | 0.8134 | |
| SiGATepsilon=42025.11 | 0.7702 | |
| LSNEepsilon=32025.11 | 0.759 | |
| SGCNepsilon=42025.11 | 0.7502 | |
| SDGNNepsilon=42025.11 | 0.7455 | |
| SGCN-1+aggregation steps=multiple2018.08 | 0.722 | |
| SDGNNepsilon=32025.11 | 0.7201 | |
| SDGNNepsilon=22025.11 | 0.718 | |
| SiGATepsilon=32025.11 | 0.7063 | |
| SiGATepsilon=22025.11 | 0.7046 | |
| SGCNepsilon=32025.11 | 0.6974 | |
| ASGLepsilon=12025.11 | 0.6869 | |
| SDGNNepsilon=12025.11 | 0.6788 | |
| SiGATepsilon=12025.11 | 0.6772 | |
| SGCN-1aggregation steps=12018.08 | 0.663 | |
| GAPepsilon=62025.11 | 0.6618 | |
| SGCNepsilon=22025.11 | 0.6487 | |
| GAPepsilon=42025.11 | 0.631 | |
| GAPepsilon=32025.11 | 0.6288 | |
| SGCNepsilon=12025.11 | 0.6152 | |
| LSNEepsilon=22025.11 | 0.6055 | |
| GAPepsilon=22025.11 | 0.6034 | |
| GAPepsilon=12025.11 | 0.5899 | |
| SIDE2018.08 | 0.571 | |
| LSNEepsilon=12025.11 | 0.5033 |