Node Eccentricity Prediction on Synthetic (test)
-2.9724Log10(MSE)MP-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| MP-SSMArchitecture Type=Ours2025.05 | -2.9724 | |
| A-DGNArchitecture Type=MPNNs2025.05 | 0.4296 | |
| GPSArchitecture Type=Transformers2025.05 | 0.6077 | |
| GRANDArchitecture Type=MPNNs2025.05 | 0.6602 | |
| GraphCONArchitecture Type=MPNNs2025.05 | 0.6833 | |
| GCNIIArchitecture Type=MPNNs2025.05 | 0.764 | |
| GraphSAGEArchitecture Type=MPNNs2025.05 | 0.7863 | |
| GATArchitecture Type=MPNNs2025.05 | 0.7909 | |
| DGCArchitecture Type=MPNNs2025.05 | 0.8261 | |
| GCNArchitecture Type=MPNNs2025.05 | 0.8468 | |
| GINArchitecture Type=MPNNs2025.05 | 0.9504 |