RF Figure of Merit prediction on RFIC circuit dataset 300k samples
0.7PDCRF-Informed GNN
Evaluation results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RF-Informed GNNDataset=Per-class, Training Dataset Size=300K2025.08 | 0.7 | 8 | 5.2 | 6.1 | 3.9 | 1.5 | 1.2 | 3 | 0.7 | 4.1 | 2.1 | 2 | 1.6 | 4.9 | 1.2 | 2 | 2.58 | |
| FALCONDataset=Reduced, Training Dataset Size=300K2025.08 | 10.2 | 5.8 | 8.6 | 6.6 | 11.5 | 4.5 | 5.1 | 11.1 | 0.9 | 7.6 | 5.6 | 7.2 | 11 | 17.7 | 1.6 | 3.2 | 8.19 |