Research-grade engineering content that stumps leading frontier models 37% of the time. Each record pairs a question with a worked solution and a final answer.
Available Now · Sample Available
Engineering QSA
Research-grade engineering across integrated photonics, optical interconnects, and large-scale systems.
Volume
0
Volume
Scalable Volume
Coverage
Grad, PhD, Engineering
Model Benchmark
0.0
%
Grok 4.3 · Pass at k
Targets
MMMU (Engineering), SciBench, GPQA
Modality & Delivery
Text→Text
Formats
Excel (.xlsx)
What You Receive
Coverage
Integrated photonics, optical interconnects, advanced grid methods, and large-scale systems design at difficulty consistent with MMMU-Pro and HLE engineering items. Subdomains include civil engineering, mechanical engineering, chemical engineering, electrical engineering, materials engineering, environmental engineering, industrial engineering, and computer science engineering.
Package Structure
Differentiators
- Structured question, worked solution, and final answer record format.
Record Schema
| Field | Description |
|---|---|
answer | The concise final answer associated with the question. |
question | The question or task presented in the dataset record. |
solution | The worked solution or supporting reasoning for the question. |
Results
| Model | Metric | Result |
|---|---|---|
| Grok 4.3 | Pass@1 |
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
Design criteria
- Keep the question, supporting solution, and final answer as distinct record components.
Build assumptions
Quality approach
Known limitations
Customization & Scalability
Custom sets available. Additional volume in progress