Node Classification on Physics semi-supervised
94.87AccuracyIntraMix
Evaluation Results
| Method | Links | |
|---|---|---|
| IntraMixBackbone=SAGE2024.05 | 94.87 | |
| IntraMixBackbone=APPNP2024.05 | 94.79 | |
| NodeMixupBackbone=SAGE2024.05 | 94.76 | |
| LA-APPNPBackbone=APPNP2024.05 | 94.52 | |
| NodeMixupBackbone=APPNP2024.05 | 94.34 | |
| IntraMixBackbone=GCN2024.05 | 94.27 | |
| IntraMixBackbone=GAT2024.05 | 94.12 | |
| GraphMixBackbone=APPNP2024.05 | 94.12 | |
| MH-AugBackbone=APPNP2024.05 | 94.03 | |
| NodeMixupBackbone=GCN2024.05 | 93.97 | |
| NodeMixupBackbone=GAT2024.05 | 93.87 | |
| MH-AugBackbone=SAGE2024.05 | 93.58 | |
| DropMessageBackbone=APPNP2024.05 | 93.54 | |
| LA-GATBackbone=GAT2024.05 | 93.42 | |
| CODABackbone=SAGE2024.05 | 93.42 | |
| LA-SAGEBackbone=SAGE2024.05 | 93.41 | |
| LA-GCNBackbone=GCN2024.05 | 93.26 | |
| GraphMixBackbone=SAGE2024.05 | 93.25 | |
| OriginalBackbone=SAGE2024.05 | 93.09 | |
| MH-AugBackbone=GCN2024.05 | 92.91 | |
| GraphMixBackbone=GAT2024.05 | 92.9 | |
| DropMessageBackbone=GCN2024.05 | 92.74 | |
| MH-AugBackbone=GAT2024.05 | 92.72 | |
| CODABackbone=GCN2024.05 | 92.57 | |
| OriginalBackbone=GCN2024.05 | 92.56 | |
| OriginalBackbone=APPNP2024.05 | 92.36 | |
| CODABackbone=GAT2024.05 | 92.09 | |
| DropMessageBackbone=GAT2024.05 | 92.03 | |
| OriginalBackbone=GAT2024.05 | 91.97 | |
| GraphMixBackbone=GCN2024.05 | 90.43 |