400,000 Arabic STEM multiple-choice questions and answers
Bayanat Labs (Riyadh) licenses 400,000 Arabic STEM multiple-choice Q&A items, questions paired with answer choices, to train a model to understand the question and select an answer.
اقرأ هذه العائلة بالعربيةWhat this dataset is for
For teams training Arabic educational assistants or models that answer STEM questions.
Commercial license; permitted training use and delivery scope agreed in the license.
What’s included
- 400,000 multiple-choice Q&A items
- Arabic STEM questions and answer choices
- A collection separate from regional Q&A data
What Bayanat Labs adds
- One supplier: license this collection from Bayanat Labs (Riyadh), then add custom collection, annotation, RLHF or evaluation from the same team, across nine product families.
- A team of 50,000+ expert annotators, the largest in the Middle East, including vetted native speakers, linguists and licensed domain professionals across 25+ Arabic varieties, calibrated against gold standards with adjudication and an audit trail.
- In-region hosting by default, with on-prem and private-cloud options. We build no models, so we never compete with yours.
- Methods in the open: LabelBench, the Arabic Agent Reliability Lab (methods beta) and our free datasets and tools.
Technical specification: source, format, coverage, limitations & license
Bayanat Labs licenses 400,000 Arabic STEM multiple-choice Q&A items, with questions paired with answer choices.
- Source
- Arabic STEM questions; subject and source breakdown available on request.
- Record format / annotation
- Questions paired with answer choices; the answer-key format and whether explanations are included are on request.
- Collection year
- On request
- Coverage period
- On request
- Language / dialect
- Arabic; register and dialect breakdown on request
- Quantity
- 400,000 multiple-choice Q&A items
- Known limitations
- Training data, not a held-out benchmark; for an independent test set, see Bench. Subject and difficulty breakdown on request.
- License type
- Commercial license; permitted training use and delivery scope agreed in the license.
- Refresh cadence
- Version and update terms on request
- Training task
- STEM question answering and answer selection
- Last updated
- 2 November 2026
What to check in your sample
- Question, choice, and answer-key format
- Subjects, difficulty levels, and availability of explanations
- Duplicate handling and proposed training/test splits
We’ll send the available sample, specifications and licence wording for this collection so your team can check the fit before licensing. Need it annotated, extended or evaluated on your model? We scope a fixed-scope pilot with gold-standard QA and a quality report, usually within two weeks.
Common questions
Does every question include a worked explanation?
Ask for sample records and the field list to check the answer keys and whether worked explanations are available for the subjects you need.
Can I use it as a held-out evaluation set?
These questions are sold for training. If your model has seen them during training, they are not an independent test. We can help you put together a separate evaluation set.