Multi-Label Node Classification on BlogCat (2:2:6 split)
57.07Macro F1GCN+LIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPLabel split setting=2:2:62026.07 | 57.07 | 72.4 | |
| VariMulLabel split setting=2:2:62026.07 | 57.02 | 69.31 | |
| GCN+AutoLabel split setting=2:2:62026.07 | 56.34 | 62.64 | |
| GCN+PLAINLabel split setting=2:2:62026.07 | 55.34 | 67.35 | |
| LANCLabel split setting=2:2:62026.07 | 54.18 | 62.18 | |
| LARNLabel split setting=2:2:62026.07 | 54.11 | 63.56 | |
| ML-GCNLabel split setting=2:2:62026.07 | 53.55 | 61.77 | |
| MLGWLabel split setting=2:2:62026.07 | 51.82 | 60.48 | |
| GCN+ML-KNNLabel split setting=2:2:62026.07 | 51.08 | 59.24 | |
| Node2vec+CCLabel split setting=2:2:62026.07 | 49.57 | 55.84 | |
| Node2vec+BRLabel split setting=2:2:62026.07 | 48.33 | 54.08 |