Node Classification on CoraML (Accuracy)
81.83AccuracyS2-DiGCL
Evaluation Results
| Method | Links | |
|---|---|---|
| S2-DiGCLSupervision Type=Unsupervised2025.10 | 81.83 | |
| GCNSupervision Type=Supervised2025.10 | 80.9 | |
| GCASupervision Type=Unsupervised2025.10 | 80.39 | |
| GATSupervision Type=Supervised2025.10 | 80.17 | |
| MagNetSupervision Type=Supervised2025.10 | 79.41 | |
| UGCLSupervision Type=Unsupervised2025.10 | 78.66 | |
| GRACESupervision Type=Unsupervised2025.10 | 78.34 | |
| DiGCNSupervision Type=Supervised2025.10 | 77.94 | |
| DiGCLSupervision Type=Unsupervised2025.10 | 77.83 | |
| RAW-GNNSupervision Type=Supervised2025.10 | 76.51 | |
| GraphCLSupervision Type=Unsupervised2025.10 | 74.93 | |
| DGISupervision Type=Unsupervised2025.10 | 72.55 | |
| SPGCL2026.01 | 0.9032 | |
| GraphSAGE2026.01 | 0.8998 | |
| GAT2026.01 | 0.8614 | |
| DropEdge2026.01 | 0.8581 | |
| Pro-GNN2026.01 | 0.8548 | |
| GCN2026.01 | 0.8013 | |
| Geom-GCN2026.01 | 0.7679 | |
| LDS2026.01 | 0.7162 | |
| SGC2026.01 | 0.3205 |