MMTutorBench is the first multimodal benchmark for AI math tutoring with 685 problems, problem-specific rubrics across six dimensions, and evaluations of 12 MLLMs revealing performance gaps versus humans.
Our annotators metic- ulously review each scoring criterion, per- forming corrections, additions, or deletions as needed
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MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring
MMTutorBench is the first multimodal benchmark for AI math tutoring with 685 problems, problem-specific rubrics across six dimensions, and evaluations of 12 MLLMs revealing performance gaps versus humans.