Analog circuit design optimization on Circuit 12 Params 180nm
95Gain (dB)Target Spec.
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Target Spec.2026.03 | 95 | 500 | 100 | 0.194 | 0 | — | — | — | — | |
| ACOFLLM=Qwen2026.03 | 90.99 | 195.59 | 119.77 | 0.2 | -0.52 | 100 | 90.2 | 5 | 59 | |
| Single-LLMLLM=Qwen2026.03 | 90.88 | 240.69 | 117.72 | 0.324 | -0.64 | 100 | 84.9 | 2 | 64 | |
| Pure-BO2026.03 | 86.79 | 253.71 | 127.97 | 0.359 | -0.74 | 96.1 | 36.1 | 2 | 69 | |
| Human Expert2026.03 | 81.62 | 365.69 | 127.42 | 0.361 | -0.68 | — | — | — | — |