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ResearchFormerly WizWand

Node Eccentricity Prediction on Synthetic (test)

-2.9724Log10(MSE)MP-SSM
-3.129312-2.070156-1.0110.048156May 24, 2025
Updated 5mo ago

Evaluation results

MethodLinks
MP-SSMArchitecture Type=Ours2025.05-2.9724
A-DGNArchitecture Type=MPNNs2025.050.4296
GPSArchitecture Type=Transformers2025.050.6077
GRANDArchitecture Type=MPNNs2025.050.6602
GraphCONArchitecture Type=MPNNs2025.050.6833
GCNIIArchitecture Type=MPNNs2025.050.764
GraphSAGEArchitecture Type=MPNNs2025.050.7863
GATArchitecture Type=MPNNs2025.050.7909
DGCArchitecture Type=MPNNs2025.050.8261
GCNArchitecture Type=MPNNs2025.050.8468
GINArchitecture Type=MPNNs2025.050.9504