Link Prediction on CS (AUC)
98.81AUCCausalMP
Evaluation Results
| Method | Links | |
|---|---|---|
| CausalMP2024.11 | 98.81 | |
| GAT2024.11 | 98.53 | |
| LLP2024.11 | 97.48 | |
| VGAE2024.11 | 96.65 | |
| SGCArchitecture Type=ANN-E2024.10 | 95.94 | |
| HyboNetArchitecture Type=ANN-R2024.10 | 95.65 | |
| SAGEArchitecture Type=ANN-E2024.10 | 95.22 | |
| MSGArchitecture Type=SNN-R2024.10 | 95.19 | |
| SpikeGCLArchitecture Type=SNN-E2024.10 | 95.13 | |
| SpikeGCNArchitecture Type=SNN-E2024.10 | 95.07 | |
| κ-GCNArchitecture Type=ANN-R2024.10 | 94.86 | |
| GATArchitecture Type=ANN-E2024.10 | 94.06 | |
| GCNArchitecture Type=ANN-E2024.10 | 93.68 | |
| Q-GCNArchitecture Type=ANN-R2024.10 | 93.39 | |
| LINKX2024.11 | 93.28 | |
| HGCNArchitecture Type=ANN-R2024.10 | 93.02 |