Functional Retrieval on PM Netlist (test)
90.81Recall@1TRACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TRACEModel Type=Our Method2025.09 | 90.81 | 98.48 | 99.44 | |
| GraphSAGEModel Type=Message Passing Neural Network2025.09 | 86.12 | 95.82 | 98.13 | |
| DeepCellModel Type=Message Passing Neural Network2025.09 | 80.99 | 95.31 | 97.61 | |
| GINModel Type=Message Passing Neural Network2025.09 | 75.85 | 91.82 | 95.9 | |
| GATModel Type=Message Passing Neural Network2025.09 | 65.21 | 83.72 | 89.97 | |
| GCNModel Type=Message Passing Neural Network2025.09 | 58.03 | 77.65 | 85.24 | |
| GraphGPSModel Type=Graph Transformer2025.09 | 45.63 | 61.55 | 69.57 | |
| DIFFormerModel Type=Graph Transformer2025.09 | 25.23 | 45.52 | 55.67 | |
| SGFormerModel Type=Graph Transformer2025.09 | 15.83 | 37.06 | 49.73 |