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ResearchFormerly WizWand

Similarity Prediction on Combinational AIG

0.633R2 ScoreTRACE
-0.10020.090150.28050.47085Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TRACEModel Type=TRACE2025.090.6330.055
DeepGate2Model Type=Message Passing Neural Network2025.090.5020.069
DeepGate4Model Type=Graph Transformer2025.090.4640.078
GINModel Type=Message Passing Neural Network2025.090.4450.076
GraphSAGEModel Type=Message Passing Neural Network2025.090.4380.078
MGVGAModel Type=Message Passing Neural Network2025.090.4180.077
GCNModel Type=Message Passing Neural Network2025.090.2710.09
GATModel Type=Message Passing Neural Network2025.090.0290.09
PolarGateModel Type=Message Passing Neural Network2025.090.0210.113
SGFormerModel Type=Graph Transformer2025.09-0.0720.117