Multi-label node classification on BlogCat node split (6:2:2)
70.21Macro AUCGCN+LIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPBackbone=GCN, Multi-label processing=LIP2026.07 | 70.21 | 12.33 | |
| VariMul2026.07 | 68.71 | 13.74 | |
| LANC2026.07 | 67.94 | 10.35 | |
| GCN+AutoBackbone=GCN, Multi-label processing=Auto2026.07 | 66.05 | 12.53 | |
| GCN+PLAINBackbone=GCN, Multi-label processing=PLAIN2026.07 | 63.95 | 10.21 | |
| LARN2026.07 | 63.18 | 9.77 | |
| ML-GCN2026.07 | 60.97 | 9.68 | |
| GCN+ML-KNNBackbone=GCN, Multi-label processing=ML-KNN2026.07 | 60.18 | 9.16 | |
| MLGW2026.07 | 60.02 | 9.81 | |
| Node2vec+CCBackbone=Node2vec, Multi-label processing=CC2026.07 | 57.97 | 8.93 | |
| Node2vec+BRBackbone=Node2vec, Multi-label processing=BR2026.07 | 53.76 | 6.56 |