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ResearchFormerly WizWand

Transition Probability Prediction on Sequential AIG

0.976R2TRACE
0.39360.54480.6960.8472Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
TRACEModel Type=TRACE2025.090.9760.005
DeepSeq2Model Type=Message Passing Neural Network2025.090.9080.014
GraphGPSModel Type=Graph Transformer2025.090.9010.012
GraphSAGEModel Type=Message Passing Neural Network2025.090.8670.017
GATModel Type=Message Passing Neural Network2025.090.8310.016
GINModel Type=Message Passing Neural Network2025.090.790.023
GCNModel Type=Message Passing Neural Network2025.090.7440.024
SGFormerModel Type=Graph Transformer2025.090.5960.026
DIFFormerModel Type=Graph Transformer2025.090.4160.034