List your company
ResearchFormerly WizWand

Logic-1 Probability Prediction on Combinational AIG

0.989R2 ScoreTRACE
0.473160.607080.7410.87492Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TRACEModel Type=TRACE2025.090.9890.015
DeepGate4Model Type=Graph Transformer2025.090.9840.027
DeepGate2Model Type=Message Passing Neural Network2025.090.9830.028
GraphSAGEModel Type=Message Passing Neural Network2025.090.6750.143
GINModel Type=Message Passing Neural Network2025.090.6690.144
MGVGAModel Type=Message Passing Neural Network2025.090.6660.145
GCNModel Type=Message Passing Neural Network2025.090.6440.152
GATModel Type=Message Passing Neural Network2025.090.6180.157
SGFormerModel Type=Graph Transformer2025.090.5160.175
PolarGateModel Type=Message Passing Neural Network2025.090.4930.192