Single-Source Shortest Paths (SSSP) Prediction on Synthetic (test)
-4.6321Log10(MSE)MP-SSM
Evaluation results
| Method | Links | |
|---|---|---|
| MP-SSMArchitecture Type=Ours2025.05 | -4.6321 | |
| GPSArchitecture Type=Transformers2025.05 | -3.599 | |
| A-DGNArchitecture Type=MPNNs2025.05 | -3.2417 | |
| GraphCONArchitecture Type=MPNNs2025.05 | -1.3836 | |
| GCNIIArchitecture Type=MPNNs2025.05 | -1.1329 | |
| GINArchitecture Type=MPNNs2025.05 | -0.5408 | |
| DGCArchitecture Type=MPNNs2025.05 | -0.1483 | |
| GRANDArchitecture Type=MPNNs2025.05 | -0.0942 | |
| GraphSAGEArchitecture Type=MPNNs2025.05 | 0.2863 | |
| GATArchitecture Type=MPNNs2025.05 | 0.6951 | |
| GCNArchitecture Type=MPNNs2025.05 | 0.9499 |