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THEIA: A Multimodal Dataset and Benchmark for Vision-Language Analysis of Layout

THEIA introduces a vision-language dataset and benchmark for analog circuit layout analysis via GDSII images, showing fine-tuned models outperform general VLMs by up to 73%.

Giuseppe Chiari, Michele Piccoli, Federico Viola, Davide Zoni

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 8 of 20 reviewers recommend it
lenient 3/5
medium 4/10
strict 1/5