Capacitance Extraction on Real-design Mixed nodes (test)
0.67Total ErrorAttentionCap-L
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttentionCap-LParam.=12M, Node=Mix, #Train Samples=180 K, Train Time=1.02 hr, #Test Samples=30 K, Test Time=0.66 s, Test FLOPs=1.89 B2026.06 | 0.67 | 0.28 | 3.99 | 9.75 | |
| AttentionCapParam.=4.0M, Node=Mix, #Train Samples=180 K, Train Time=0.68 hr, #Test Samples=30 K, Test Time=0.47 s, Test FLOPs=0.63 B2026.06 | 0.88 | 1.07 | 5.25 | 13.5 | |
| MLPParam.=9.7M, Node=Mix, #Train Samples=180 K, Train Time=0.52 hr, #Test Samples=30 K, Test Time=0.10 s, Test FLOPs=1.53 B2026.06 | 30 | 90 | 110 | 86.7 |