Vision LLMs achieve high rubric-level accuracy on handwritten math but most errors stem from transcription failures rather than rubric misapplication.
arXiv preprint arXiv:2510.05162 (2025)
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Automated Grading of Handwritten Mathematics Using Vision-Capable LLMs
Vision LLMs achieve high rubric-level accuracy on handwritten math but most errors stem from transcription failures rather than rubric misapplication.