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Benchmarks
Node Eccentricity Prediction on Synthetic (test)
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-2.9724
Log10(MSE)
MP-SSM
-3.129312
-2.070156
-1.011
0.048156
May 24, 2025
Log10(MSE)
Updated 7d ago
Evaluation Results
Method
Method
Links
Log10(MSE)
MP-SSM
Architecture Type=Ours
2025.05
-2.9724
A-DGN
Architecture Type=MPNNs
2025.05
0.4296
GPS
Architecture Type=Tran...
2025.05
0.6077
GRAND
Architecture Type=MPNNs
2025.05
0.6602
GraphCON
Architecture Type=MPNNs
2025.05
0.6833
GCNII
Architecture Type=MPNNs
2025.05
0.764
GraphSAGE
Architecture Type=MPNNs
2025.05
0.7863
GAT
Architecture Type=MPNNs
2025.05
0.7909
DGC
Architecture Type=MPNNs
2025.05
0.8261
GCN
Architecture Type=MPNNs
2025.05
0.8468
GIN
Architecture Type=MPNNs
2025.05
0.9504
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