Multi-Label Node Classification on DBLP (2:2:6)
84.05Macro F1GCN+LIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPLabel split setting=2:2:62026.07 | 84.05 | 92.21 | |
| GCN+AutoLabel split setting=2:2:62026.07 | 83.96 | 91.26 | |
| VariMulLabel split setting=2:2:62026.07 | 83.23 | 91.06 | |
| LARNLabel split setting=2:2:62026.07 | 81.45 | 92.47 | |
| LANCLabel split setting=2:2:62026.07 | 79.63 | 88.43 | |
| GCN+PLAINLabel split setting=2:2:62026.07 | 79.34 | 88.67 | |
| MLGWLabel split setting=2:2:62026.07 | 78.62 | 85.95 | |
| ML-GCNLabel split setting=2:2:62026.07 | 78.62 | 83.63 | |
| GCN+ML-KNNLabel split setting=2:2:62026.07 | 74.43 | 79.59 | |
| Node2vec+BRLabel split setting=2:2:62026.07 | 72.02 | 77.76 | |
| Node2vec+CCLabel split setting=2:2:62026.07 | 71.52 | 75.59 |