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Benchmarks
Graph Diameter Prediction on Synthetic (test)
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-3.2353
Log10(MSE)
MP-SSM
-3.399292
-2.292346
-1.1854
-0.078454
May 24, 2025
Log10(MSE)
Updated 7d ago
Evaluation Results
Method
Method
Links
Log10(MSE)
MP-SSM
Architecture Type=Ours
2025.05
-3.2353
A-DGN
Architecture Type=MPNNs
2025.05
-0.5188
GPS
Architecture Type=Tran...
2025.05
-0.5121
GraphCON
Architecture Type=MPNNs
2025.05
0.0964
GCNII
Architecture Type=MPNNs
2025.05
0.5287
DGC
Architecture Type=MPNNs
2025.05
0.6028
GIN
Architecture Type=MPNNs
2025.05
0.6131
GRAND
Architecture Type=MPNNs
2025.05
0.6715
GCN
Architecture Type=MPNNs
2025.05
0.7424
GAT
Architecture Type=MPNNs
2025.05
0.8221
GraphSAGE
Architecture Type=MPNNs
2025.05
0.8645
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