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Analog Circuit Sizing on Analog Circuit Sizing (ACS) Out-of-domain (unseen tasks)

0.14OPAMP 1 Error

Qwen3-30B-Instruct-2507

Updated 1mo ago

Evaluation Results

Method	Links
Qwen3-30B-Instruct-2507 2026.01		0.14	0.01	0.05	0.16	0.09
Qwen3-30B-Instruct-2507 2026.01		0.14	0.04	0.06	0.15	0.1
Trajectory-Level GRPO (base: Qwen3-30B-Instruct-2507) 2026.01		0.15	0.18	0.2	0.17	0.18
DeepSeek-V3.2 (thinking) 2026.01		0.2	0.28	0.32	0.23	0.26
Single-Turn GRPO (base: Qwen3-30B-Instruct-2507) 2026.01		0.2	0.15	0.26	0.25	0.21
Turn-Level GRPO (base: Qwen3-30B-Instruct-2507) 2026.01		0.2	0.32	0.31	0.58	0.35
Qwen3-235B-Instruct-2507 2026.01		0.21	0.04	0.08	0.19	0.13
DeepSeek-V3.2 (no-think) 2026.01		0.22	0.26	0.24	0.24	0.24
DeepSeek-V3.2 (thinking) 2026.01		0.22	0.23	0.26	0.26	0.24
Qwen3-235B-Instruct-2507 2026.01		0.23	0.17	0.15	0.24	0.2
DeepSeek-V3.2 (no-think) 2026.01		0.25	0.23	0.24	0.3	0.26
Bayesian Optimization 2026.01		0.36	0.01	0.08	0.24	0.17