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
45.2%Claude Opus 5 · Pass@1
60.7%Claude Opus 5 · Pass@3
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
| A | B | C | D | |
|---|---|---|---|---|
| 1 | answer | image_ref | question | solution |
| 2 | The concise final answer associated with the question. | Path to the associated image file referenced by the record. | The question or task presented in the dataset record. | 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
Get Started
Request a Sample
Share your target domains and the OTS team will follow up with sample data and next steps.