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Paper · arXiv

Multimodal examination answer data with expert-designed Outcome-Based Education rubrics for criterion-level assessment

This data article describes a multimodal collection of scanned examination answers paired with expert-designed Outcome-Based Education (OBE) grading metadata. The collection contains 485 answer submissions from 415 consenting students at four academic institutions. Eight faculty contributors supplied examination materials covering nine subjects and 12 distinct question templates. Each answer-level item links a scanned PDF to a randomized identifier, subject label, question, model answer, criterion definitions, performance-level descriptions, criterion marks, and a total mark. The 12 rubrics contain 47 criteria in total. The scans retain realistic academic content, including handwriting, p...

AuthorsJahangir Alam SM, Md Khalid Syfullah, Saad Ahmed et al.
Primary categorycs.CV
Published23 August 2026
Last updated at source23 August 2026
cs.CVcs.AI
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