Functional Retrieval on AIG (test)
92.68Recall@1TRACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TRACEModel Type=Our Method2025.09 | 92.68 | 98.65 | 99.51 | |
| FGNN2Model Type=Message Passing Neural Network2025.09 | 88.73 | 97.03 | 98.57 | |
| GraphSAGEModel Type=Message Passing Neural Network2025.09 | 88.55 | 96.41 | 98.38 | |
| GINModel Type=Message Passing Neural Network2025.09 | 85.98 | 93.4 | 96.52 | |
| GATModel Type=Message Passing Neural Network2025.09 | 85.68 | 94.32 | 97.6 | |
| GCNModel Type=Message Passing Neural Network2025.09 | 83.01 | 93.28 | 96.05 | |
| DIFFormerModel Type=Graph Transformer2025.09 | 37.03 | 68.87 | 80.66 | |
| SGFormerModel Type=Graph Transformer2025.09 | 15.43 | 30.88 | 42.19 |