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ResearchFormerly WizWand

Logic-1 Probability Prediction on Sequential AIG

0.997R2TRACE
0.689160.769080.8490.92892Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TRACEModel Type=TRACE2025.090.9970.009
DeepSeq2Model Type=Message Passing Neural Network2025.090.9790.025
GraphGPSModel Type=Graph Transformer2025.090.9710.026
GINModel Type=Message Passing Neural Network2025.090.9620.035
GraphSAGEModel Type=Message Passing Neural Network2025.090.9270.048
SGFormerModel Type=Graph Transformer2025.090.8780.056
GATModel Type=Message Passing Neural Network2025.090.8770.053
GCNModel Type=Message Passing Neural Network2025.090.8680.064
DIFFormerModel Type=Graph Transformer2025.090.7010.097