Multi-Label Node Classification on BlogCat (6:2:2)
59.02Macro F1GCN+LIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPBackbone=GCN2026.07 | 59.02 | 74.3 | |
| VariMul2026.07 | 57.88 | 71.35 | |
| GCN+ComBackbone=GCN2026.07 | 57.39 | 70.29 | |
| GCN+PLAINBackbone=GCN2026.07 | 56.3 | 70.69 | |
| LARN2026.07 | 55.61 | 72.44 | |
| ML-GCN2026.07 | 55.29 | 70.64 | |
| LANC2026.07 | 54.48 | 70.55 | |
| GCN+ML-KNNBackbone=GCN2026.07 | 53.61 | 63.56 | |
| GCN+AutoBackbone=GCN2026.07 | 53.44 | 66.41 | |
| MLGW2026.07 | 52.97 | 68.7 | |
| Node2vec+CCBackbone=Node2vec2026.07 | 52.22 | 60.59 | |
| Node2vec+BRBackbone=Node2vec2026.07 | 52.01 | 60.08 |