Node Classification on WikiCS (evaluation nodes)
0.7826AccuracySTEM-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STEM-GNNmasking rate (alpha)=0.42026.02 | 0.7826 | 0.7602 | |
| MARIOmasking rate (alpha)=0.42026.02 | 0.7805 | 0.7558 | |
| STEM-GNNmasking rate (alpha)=0.52026.02 | 0.7761 | 0.7602 | |
| CaNetmasking rate (alpha)=0.42026.02 | 0.7734 | 0.7417 | |
| MARIOmasking rate (alpha)=0.52026.02 | 0.7705 | 0.7558 | |
| CaNetmasking rate (alpha)=0.52026.02 | 0.7687 | 0.7417 | |
| MARIOmasking rate (alpha)=0.62026.02 | 0.7666 | 0.7558 | |
| STEM-GNNmasking rate (alpha)=0.62026.02 | 0.7633 | 0.7602 | |
| CaNetmasking rate (alpha)=0.62026.02 | 0.7612 | 0.7417 | |
| GFTmasking rate (alpha)=0.42026.02 | 0.7577 | 0.7237 | |
| TFEGNNmasking rate (alpha)=0.42026.02 | 0.7416 | 0.7422 | |
| TFEGNNmasking rate (alpha)=0.52026.02 | 0.7321 | 0.7422 | |
| TFEGNNmasking rate (alpha)=0.62026.02 | 0.7302 | 0.7422 | |
| GFTmasking rate (alpha)=0.52026.02 | 0.7281 | 0.7237 | |
| GraphMETROmasking rate (alpha)=0.42026.02 | 0.6889 | 0.6988 | |
| GFTmasking rate (alpha)=0.62026.02 | 0.6877 | 0.7237 | |
| GraphMETROmasking rate (alpha)=0.52026.02 | 0.6585 | 0.6988 | |
| GraphMETROmasking rate (alpha)=0.62026.02 | 0.5724 | 0.6988 |