collaborators

1 paper

cs.CV2026

Vision-Language Models for Criterion-Level Grading of Handwritten Examinations in Outcome-Based Education

Md Khalid Syfullah, Asif Hasan Tonmoy, Saad Ahmed +1

Criterion-level grading connects examination performance to learning outcomes, but manual marking introduces workload and variation between markers. This study evaluates vision-lan…