Benchmark RadarOmniLayout
OmniLayout evaluates language models on printed-circuit-board (PCB) layout placement reasoning under geometric, routing, and connectivity constraints, with four tasks including geometric placement, routability-aware placement, electrical functionality, and tool-augmented agentic reasoning.
- Released
- 2026-07-03
- Readiness
- Paper only
- Primary field
- Industrial & Engineering
Why it matters
The benchmark addresses the gap in evaluating LLMs for practical electronic design automation (EDA) tasks, specifically constraint-aware geometric reasoning in PCB layout, which is critical for real-world design workflows.
Motivation
Recent large language models (LLMs) have demonstrated remarkable progress in 3D spatial reasoning, spatial grounding, and fine-grained geometric understanding.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.