Node Classification on DBLP (accuracy)
94.8AccuracyS2GAE
Evaluation results
| Method | Links | |
|---|---|---|
| S2GAEMethod Category=Structure-based2024.10 | 94.8 | |
| lrGAE 7Method Category=Structure-based2024.10 | 94.6 | |
| lrGAE 6Method Category=Structure-based2024.10 | 94.4 | |
| GTN-GP2026.03 | 94.33 | |
| lrGAE 8Method Category=Structure-based2024.10 | 94.3 | |
| SHGNMethod Category=HeteroGNNs2024.10 | 94.2 | |
| MaskGAEMethod Category=Structure-based2024.10 | 94.2 | |
| GTN2026.03 | 94.18 | |
| GAEMethod Category=Structure-based2024.10 | 94.1 | |
| GAT2026.03 | 93.71 | |
| HGTMethod Category=HeteroGNNs2024.10 | 93.49 | |
| HAN2026.03 | 92.83 | |
| RGCNMethod Category=HeteroGNNs2024.10 | 92.07 | |
| HANMethod Category=HeteroGNNs2024.10 | 92.05 | |
| GCN2026.03 | 87.3 |