Node Classification on PubMed (evaluation nodes)
75.83AccuracySTEM-GNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| STEM-GNNmasking rate (alpha)=0.42026.02 | 75.83 | 76.02 | |
| MARIOmasking rate (alpha)=0.42026.02 | 75.62 | 75.58 | |
| STEM-GNNmasking rate (alpha)=0.52026.02 | 74.5 | 76.02 | |
| GFTmasking rate (alpha)=0.42026.02 | 74.49 | 72.37 | |
| TFEGNNmasking rate (alpha)=0.42026.02 | 74.38 | 74.22 | |
| MARIOmasking rate (alpha)=0.52026.02 | 74.33 | 75.58 | |
| STEM-GNNmasking rate (alpha)=0.62026.02 | 74.32 | 76.02 | |
| TFEGNNmasking rate (alpha)=0.52026.02 | 73.95 | 74.22 | |
| GraphMETROmasking rate (alpha)=0.42026.02 | 73.92 | 69.88 | |
| MARIOmasking rate (alpha)=0.62026.02 | 73.82 | 75.58 | |
| CaNetmasking rate (alpha)=0.42026.02 | 73.81 | 74.17 | |
| GFTmasking rate (alpha)=0.52026.02 | 73.33 | 72.37 | |
| GraphMETROmasking rate (alpha)=0.62026.02 | 73.23 | 69.88 | |
| TFEGNNmasking rate (alpha)=0.62026.02 | 72.93 | 74.22 | |
| GraphMETROmasking rate (alpha)=0.52026.02 | 72.91 | 69.88 | |
| CaNetmasking rate (alpha)=0.52026.02 | 72.67 | 74.17 | |
| CaNetmasking rate (alpha)=0.62026.02 | 72.23 | 74.17 | |
| GFTmasking rate (alpha)=0.62026.02 | 71.47 | 72.37 |