Link Prediction on Physics (AUC)
98.79AUC (%)LLP
Evaluation Results
| Method | Links | |
|---|---|---|
| LLP2024.11 | 98.79 | |
| HyboNetArchitecture Type=ANN-R2024.10 | 98.46 | |
| CausalMP2024.11 | 98.18 | |
| GAT2024.11 | 97.69 | |
| SGCArchitecture Type=ANN-E2024.10 | 95.93 | |
| SAGEArchitecture Type=ANN-E2024.10 | 95.75 | |
| VGAE2024.11 | 94.87 | |
| κ-GCNArchitecture Type=ANN-R2024.10 | 94.58 | |
| SpikeGCLArchitecture Type=SNN-E2024.10 | 94.15 | |
| HGCNArchitecture Type=ANN-R2024.10 | 94.1 | |
| LINKX2024.11 | 93.58 | |
| GCNArchitecture Type=ANN-E2024.10 | 93.46 | |
| GATArchitecture Type=ANN-E2024.10 | 93.44 | |
| MSGArchitecture Type=SNN-R2024.10 | 93.43 | |
| SpikeGCNArchitecture Type=SNN-E2024.10 | 92.88 |