Node Classification on Cora (Accuracy and Rank)
84.35AccuracySL-GSSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SL-GSSLAbstraction level=GRAPH2026.05 | 84.35 | 1.8 | |
| SL-GSSLAbstraction level=NODE2026.05 | 84.08 | 1.5 | |
| MVGRLAbstraction level=GRAPH2026.05 | 84.02 | 1.5 | |
| GRACEAbstraction level=NODE2026.05 | 83.88 | 2.3 | |
| LS-GCLAbstraction level=GRAPH2026.05 | 83.22 | 3.3 | |
| BGRLAbstraction level=NODE2026.05 | 82.67 | 2.7 | |
| SL-GSSLAbstraction level=PROXIMITY2026.05 | 82.32 | 1 | |
| SL-GSSLAbstraction level=CLUSTER2026.05 | 82.23 | 1 | |
| DGIAbstraction level=GRAPH2026.05 | 81.76 | 3.3 | |
| VGAEAbstraction level=PROXIMITY2026.05 | 80.62 | 3.8 | |
| GAEAbstraction level=PROXIMITY2026.05 | 80.46 | 3.2 | |
| NCLAAbstraction level=PROXIMITY2026.05 | 80.18 | 2.5 | |
| GCMAEAbstraction level=NODE2026.05 | 79.92 | 3.5 | |
| DGCLUSTER*Abstraction level=CLUSTER2026.05 | 77.95 | 2 | |
| NODE2VECAbstraction level=PROXIMITY2026.05 | 75.62 | 4.5 | |
| DGAE*Abstraction level=CLUSTER2026.05 | 30.19 | 3 | |
| GMM-VGAE*Abstraction level=CLUSTER2026.05 | 22.09 | 4 |