Analog circuit design optimization on 130nm 17 Params Circuit
88.56Gain (dB)ACOF
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ACOFLLM=Qwen2026.03 | 88.56 | 29.45 | 104.59 | 0.29 | -0.13 | 97.7 | 81.7 | 3.7 | 0.26 | |
| Single-LLMLLM=Qwen2026.03 | 87.06 | 20.62 | 71.73 | 0.475 | -0.44 | 93.9 | 82.3 | 2.7 | 0.45 | |
| Pure-BO2026.03 | 85.69 | 50.49 | 74.93 | 0.656 | -0.73 | 84.6 | 68.4 | 1.3 | 0.65 | |
| Target Spec.2026.03 | 85 | 20 | 100 | 0.277 | 0 | — | — | — | — | |
| Human Expert2026.03 | 78.33 | 9.93 | 80.06 | 0.56 | -0.91 | — | — | — | — |