Multi-label Node Classification on EukLoc node split (6:2:2)
72.92Macro AUCGCN+LIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPBackbone=GCN, Multi-label processing=LIP2026.07 | 72.92 | 15.26 | |
| VariMul2026.07 | 71.44 | 13.74 | |
| GCN+AutoBackbone=GCN, Multi-label processing=Auto2026.07 | 70.25 | 13.05 | |
| GCN+PLAINBackbone=GCN, Multi-label processing=PLAIN2026.07 | 68.02 | 11.72 | |
| GCN+ML-KNNBackbone=GCN, Multi-label processing=ML-KNN2026.07 | 63.95 | 9.34 | |
| LARN2026.07 | 57.79 | 7.41 | |
| ML-GCN2026.07 | 54.17 | 6.92 | |
| Node2vec+CCBackbone=Node2vec, Multi-label processing=CC2026.07 | 52.18 | 6.55 | |
| MLGW2026.07 | 51.77 | 6.02 | |
| Node2vec+BRBackbone=Node2vec, Multi-label processing=BR2026.07 | 51.29 | 6 | |
| LANC2026.07 | 51.25 | 6.11 |