Node Classification on BLOGCATALOG (test)
77.6Micro F1GAUG-M
Evaluation results
| Method | Links | |
|---|---|---|
| GAUG-MBackbone=GCN2020.06 | 77.6 | |
| GAUG-MBackbone=GSAGE2020.06 | 77 | |
| GAUG-OBackbone=GCN2020.06 | 75.9 | |
| DROPEDGEBackbone=GCN2020.06 | 75.4 | |
| ADAEDGEBackbone=GCN2020.06 | 75.3 | |
| GCNAugmentation=None2020.06 | 75 | |
| GAUG-OBackbone=GSAGE2020.06 | 73.9 | |
| DROPEDGEBackbone=GSAGE2020.06 | 73.8 | |
| ADAEDGEBackbone=GSAGE2020.06 | 73.6 | |
| GSAGEAugmentation=None2020.06 | 73.4 | |
| BGCNBackbone=GSAGE2020.06 | 73.2 | |
| BGCNBackbone=GCN2020.06 | 72 | |
| GAUG-MBackbone=JK-NET2020.06 | 71.9 | |
| GAUG-OBackbone=GAT2020.06 | 71 | |
| GAUG-OBackbone=JK-NET2020.06 | 71 | |
| DROPEDGEBackbone=JK-NET2020.06 | 70.9 | |
| GAUG-MBackbone=GAT2020.06 | 70.8 | |
| ADAEDGEBackbone=JK-NET2020.06 | 70.7 | |
| DROPEDGEBackbone=GAT2020.06 | 70.4 | |
| JK-NETAugmentation=None2020.06 | 70 | |
| ADAEDGEBackbone=GAT2020.06 | 68.2 | |
| BGCNBackbone=JK-NET2020.06 | 65.7 | |
| GATAugmentation=None2020.06 | 63.8 | |
| BGCNBackbone=GAT2020.06 | 61.4 |