Multi-label node classification on PCG node split (6:2:2)
65.73Macro AUCGCN+LIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCN+LIPBackbone=GCN, Multi-label processing=LIP2026.07 | 65.73 | 22.97 | |
| VariMul2026.07 | 62.77 | 21.93 | |
| GCN+PLAINBackbone=GCN, Multi-label processing=PLAIN2026.07 | 59.75 | 20.16 | |
| GCN+AutoBackbone=GCN, Multi-label processing=Auto2026.07 | 58.53 | 19.11 | |
| LARN2026.07 | 57.79 | 19.09 | |
| ML-GCN2026.07 | 57.24 | 19.45 | |
| LANC2026.07 | 56.58 | 19.51 | |
| GCN+ML-KNNBackbone=GCN, Multi-label processing=ML-KNN2026.07 | 56.11 | 18.6 | |
| MLGW2026.07 | 55.86 | 15.59 | |
| Node2vec+CCBackbone=Node2vec, Multi-label processing=CC2026.07 | 52.92 | 14.54 | |
| Node2vec+BRBackbone=Node2vec, Multi-label processing=BR2026.07 | 52.66 | 15.13 |