Functional Retrieval on RTL (test)
94.45Recall@1TRACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TRACEModel Type=Our Method2025.09 | 94.45 | 98.74 | 99.89 | |
| DIFFormerModel Type=Graph Transformer2025.09 | 88.28 | 92.97 | 96.88 | |
| CircuitEncoderModel Type=Graph Transformer2025.09 | 88.27 | 92.97 | 94.52 | |
| GraphGPSModel Type=Graph Transformer2025.09 | 86.94 | 92.13 | 96.37 | |
| GraphSAGEModel Type=Message Passing Neural Network2025.09 | 86.46 | 92.87 | 95.43 | |
| GINModel Type=Message Passing Neural Network2025.09 | 86.23 | 91.34 | 96.95 | |
| GATModel Type=Message Passing Neural Network2025.09 | 84.98 | 89.22 | 94.65 | |
| GCNModel Type=Message Passing Neural Network2025.09 | 82.9 | 87.43 | 91.57 | |
| SGFormerModel Type=Graph Transformer2025.09 | 79.45 | 86.57 | 89.5 |