Heejin Do
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126
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Vision×1AI×1NLP×1
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2026
Benchmarking and Enhancing Text-to-Image Models for Generating Visual Representations in Early Arithmetic Education
The paper introduces a new benchmark, E2V-Bench, to evaluate text-to-image models on generating pedagogically accurate visuals from arithmetic equations, finding that current models often fail due to structural and numerical errors.
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Papers
cs.CVcs.AIcs.CLRecentMay 29, 2026
Benchmarking and Enhancing Text-to-Image Models for Generating Visual Representations in Early Arithmetic Education
Junling Wang, Boqi Chen, Heejin Do, Mubashara Akhtar +2 more
The paper introduces a new benchmark, E2V-Bench, to evaluate text-to-image models on generating pedagogically accurate visuals from arithmetic equations, finding that current models often fail due to…
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