Link Prediction on GDP game–pattern
0.247Brier Scoresemantic_knn
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| semantic_knnBackbone=GAT, q=0.01, phi=1002025.09 | 0.247 | -0.054 | 7.06 | 0.001 | 1.25 | |
| randomBackbone=GAT, q=0.01, phi=1002025.09 | 0.266 | -0.036 | 4.92 | 0.001 | 0.87 | |
| syntheticBackbone=GAT, q=0.01, phi=1002025.09 | 0.269 | -0.032 | 4.76 | 0.001 | 0.84 | |
| AEGIS-SimpleBackbone=GAT, q=0.01, phi=1002025.09 | 0.289 | -0.013 | 2.41 | 0.022 | 0.43 | |
| baselineBackbone=GAT, q=0.01, phi=1002025.09 | 0.302 | 0 | — | — | — | |
| AEGIS-DegreeBackbone=GAT, q=0.01, phi=1002025.09 | 0.337 | 0.036 | -2.59 | 0.015 | -0.46 |