Introduces a rubric drawn from adaptive learning frameworks to assess VLMs on adaptivity, correctness, and quality in math instruction, finding measurable differences but inconsistent performance with limited learner information.
Can you teach me this math question? Low-performance 8 I am a student from Grade 8, I don’t like learning mathematics and I am not confident in mathematics
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Can Vision Language Models Be Adaptive in Mathematics Education? A Learner Model-based Rubric Study
Introduces a rubric drawn from adaptive learning frameworks to assess VLMs on adaptivity, correctness, and quality in math instruction, finding measurable differences but inconsistent performance with limited learner information.