Graph Diameter Prediction on Synthetic (test)
-3.2353Log10(MSE)MP-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| MP-SSMArchitecture Type=Ours2025.05 | -3.2353 | |
| A-DGNArchitecture Type=MPNNs2025.05 | -0.5188 | |
| GPSArchitecture Type=Transformers2025.05 | -0.5121 | |
| GraphCONArchitecture Type=MPNNs2025.05 | 0.0964 | |
| GCNIIArchitecture Type=MPNNs2025.05 | 0.5287 | |
| DGCArchitecture Type=MPNNs2025.05 | 0.6028 | |
| GINArchitecture Type=MPNNs2025.05 | 0.6131 | |
| GRANDArchitecture Type=MPNNs2025.05 | 0.6715 | |
| GCNArchitecture Type=MPNNs2025.05 | 0.7424 | |
| GATArchitecture Type=MPNNs2025.05 | 0.8221 | |
| GraphSAGEArchitecture Type=MPNNs2025.05 | 0.8645 |