Node Classification on Brain graphs (Vte)
70.18Macro-F1SAGE [5+r]
Evaluation results
| Method | Links | |
|---|---|---|
| SAGE [5+r]Feature Extractor=res[w,l], Layers=5, Residual Connections=true2021.03 | 70.18 | |
| SAGE [3+r]Feature Extractor=res[w,l], Layers=3, Residual Connections=true2021.03 | 68.64 | |
| SAGE [3]Feature Extractor=res[w,l], Layers=32021.03 | 66.48 | |
| GAT [3]Feature Extractor=res[w,l], Layers=32021.03 | 66.4 | |
| GAT [5+r]Feature Extractor=res[w,l], Layers=5, Residual Connections=true2021.03 | 63.46 | |
| GAT [3+r]Feature Extractor=res[w,l], Layers=3, Residual Connections=true2021.03 | 61.98 | |
| MLPFeature Extractor=res[w,l]2021.03 | 50.57 |