Multimodal engineering tasks pairing technical drawings, schematics, layouts, and diagrams with questions, worked solutions, and final answers across ten disciplines from aerospace to power systems.
Available on Request · Sample Available
Multimodal Real-World Engineering
Technical drawings and schematics paired with engineering questions and worked solutions.
Volume
0
Volume
Scalable Volume
Coverage
Aerospace, Civil, Electrical, Manufacturing, Mechanical, Robotics, Engineering
Model Benchmark
0.0
%
Claude Opus 5 · Pass at k
Targets
N/A
Modality & Delivery
ImageText→Text
Formats
Excel (.xlsx)Images
What You Receive
Coverage
Aerospace, civil, electrical, manufacturing, mechanical, process, robotics, semiconductor, telecommunications, and power systems engineering, requiring visual extraction and domain-specific calculations.
Package Structure
Differentiators
- Pairs domain questions with task-relevant visual evidence.
- Pairs real technical drawings, schematics, layouts, and diagrams with worked engineering solutions.
Record Schema
| Field | Description |
|---|---|
answer | The concise final answer associated with the question. |
image_ref | Path to the associated image file referenced by the record. |
question | The question or task presented in the dataset record. |
solution | The worked solution or supporting reasoning for the question. |
Results
| Model | Metric | Result |
|---|---|---|
| Claude Opus 5 | Pass@1 | |
| Claude Opus 5 | Pass@3 |
Methodology & Quality
Methodology
Questions are expert-authored, then split across an SME pool for complexity validation before benchmarking.
SME involvement
Domain-expert curated with up to L2 review
Stressors
Combined visual interpretation and domain reasoning.; Technical imagery across aerospace, civil, electrical, manufacturing, mechanical, robotics, semiconductor, telecom, and power systems.
Design criteria
- Require visual extraction together with domain-specific reasoning.
- Require both visual extraction and domain-specific engineering calculations.
Build assumptions
Quality approach
Known limitations
Customization & Scalability
Custom sets available. Additional volume in progress