Analog circuit design optimization on 130nm 12 Params Circuit
85Gain (dB)Target Spec.
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Target Spec.2026.03 | 85 | 900 | 100 | 0.554 | 0 | — | — | — | — | |
| ACOFLLM=Qwen2026.03 | 83.65 | 785.3 | 101.35 | 0.658 | -0.19 | 97 | 86.2 | 2 | 0.25 | |
| Single-LLMLLM=Qwen2026.03 | 83.15 | 717.63 | 111.89 | 0.657 | -0.24 | 95.4 | 78.9 | 2.7 | 0.3 | |
| Pure-BO2026.03 | 76.24 | 673.92 | 128.23 | 0.587 | -0.39 | 81 | 26.9 | 3 | 0.37 | |
| Human Expert2026.03 | 72.77 | 851.48 | 173.59 | 0.821 | -0.45 | — | — | — | — |